Reset training subject: 1999582502072 Reset training subject: 2000532382883 Adding measurement cd9456d to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=-0.29859455180397354;dx=-6.49427009844762E-4 New Minimum: -0.29859455180397354 > -0.2999975472588409 WOLFE (weak): th(2.154434690031884)=-0.2999975472588409; dx=-6.523690555376736E-4 evalInputDelta=0.001402995454867384 New Minimum: -0.2999975472588409 > -0.30140654479349055 WOLFE (weak): th(4.308869380063768)=-0.30140654479349055; dx=-6.548404750874655E-4 evalInputDelta=0.0028119929895170093 New Minimum: -0.30140654479349055 > -0.30709648264411255 WOLFE (weak): th(12.926608140191302)=-0.30709648264411255; dx=-6.63583592390049E-4 evalInputDelta=0.008501930840139005 New Minimum: -0.30709648264411255 > -0.33363796137704643 WOLFE (weak): th(51.70643256076521)=-0.33363796137704643; dx=-7.017527668770741E-4 evalInputDelta=0.03504340957307289 New Minimum: -0.33363796137704643 > -0.4934273196541844 WOLFE (weak): th(258.53216280382605)=-0.4934273196541844; dx=-8.203974149254343E-4 evalInputDelta=0.19483276785021086 New Minimum: -0.4934273196541844 > -1.7662627157197688 WOLFE (weak): th(1551.1929768229563)=-1.7662627157197688; dx=-8.516642639450816E-4 evalInputDelta=1.4676681639157954 New Minimum: -1.7662627157197688 > -5.572229170654941 END: th(10858.350837760694)=-5.572229170654941; dx=-1.8224506221767777E-4 evalInputDelta=5.273634618850967 Fitness changed from -0.29859455180397354 to -5.572229170654941 Iteration 1 complete. Error: -5.572229170654941 Total: 11.2880; Orientation: 0.0225; Line Search: 8.5718 Iteration 1 ![Iteration 1](etc/c611a77d-d36f-4a49-aba8-77d3ea895bbf.jpg) Adding measurement 46c2aed to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=-5.572229170654941;dx=-0.003802761750440118 New Minimum: -5.572229170654941 > -15.557742452545181 END: th(23393.607721408407)=-15.557742452545181; dx=-5.658968172947316E-6 evalInputDelta=9.98551328189024 Fitness changed from -5.572229170654941 to -15.557742452545181 Iteration 2 complete. Error: -15.557742452545181 Total: 2.9027; Orientation: 0.0221; Line Search: 1.8777 Iteration 2 ![Iteration 2](etc/23365998-9b25-4d82-be39-1ca87ce31fc4.jpg) Adding measurement 129b805b to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=-15.557742452545181;dx=-0.0055555187709007275 New Minimum: -15.557742452545181 > -25.34452786645349 WOLF (strong): th(50400.00000000001)=-25.34452786645349; dx=9.916201172749884E-5 evalInputDelta=9.786785413908309 New Minimum: -25.34452786645349 > -31.374971792504752 WOLF (strong): th(25200.000000000004)=-31.374971792504752; dx=9.002555272786622E-5 evalInputDelta=15.817229339959571 New Minimum: -31.374971792504752 > -33.18544014323149 END: th(8400.000000000002)=-33.18544014323149; dx=-8.123929090944161E-4 evalInputDelta=17.627697690686308 Fitness changed from -15.557742452545181 to -33.18544014323149 Iteration 3 complete. Error: -33.18544014323149 Total: 4.6870; Orientation: 0.0204; Line Search: 3.7487 Iteration 3 ![Iteration 3](etc/b74cee36-19fe-40fe-ad89-274a7823b5d3.jpg) Adding measurement 6b4a727e to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.021e+03, gradient 6.770e-02, dot -0.112; [7bc8874d-0753-490f-aae5-cb7ebd467d69 = 1.000/1.000e+00] Orientation rejected. Popping history element from -33.18544014323149, -15.557742452545181, -5.572229170654941, -0.29859455180397354 LBFGS Accumulation History: 3 points Removed measurement 6b4a727e to history. Total: 3 th(0)=-33.18544014323149;dx=-0.004547892759763736 New Minimum: -33.18544014323149 > -48.981658616867755 END: th(18097.251396267828)=-48.981658616867755; dx=-2.1799814461225065E-4 evalInputDelta=15.796218473636266 Fitness changed from -33.18544014323149 to -48.981658616867755 Iteration 4 complete. Error: -48.981658616867755 Total: 3.2170; Orientation: 0.4464; Line Search: 1.8604 Iteration 4 ![Iteration 4](etc/b2c087c6-2378-40d2-934c-25d4ba397279.jpg) Adding measurement 225b151e to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.592e+03, gradient 8.650e-02, dot -0.105; [7bc8874d-0753-490f-aae5-cb7ebd467d69 = 1.000/1.000e+00] Orientation rejected. Popping history element from -48.981658616867755, -15.557742452545181, -5.572229170654941, -0.29859455180397354 LBFGS Accumulation History: 3 points Removed measurement 225b151e to history. Total: 3 th(0)=-48.981658616867755;dx=-0.007448942869224724 New Minimum: -48.981658616867755 > -50.98158560021942 WOLF (strong): th(38989.346202347355)=-50.98158560021942; dx=2.4381385380900015E-4 evalInputDelta=1.9999269833516635 New Minimum: -50.98158560021942 > -64.21355666348812 WOLF (strong): th(19494.673101173677)=-64.21355666348812; dx=2.138691361819186E-4 evalInputDelta=15.231898046620366 New Minimum: -64.21355666348812 > -68.14543128257021 END: th(6498.224367057893)=-68.14543128257021; dx=-0.0012450176501072547 evalInputDelta=19.16377266570246 Fitness changed from -48.981658616867755 to -68.14543128257021 Iteration 5 complete. Error: -68.14543128257021 Total: 5.2257; Orientation: 0.4497; Line Search: 3.8756 Iteration 5 ![Iteration 5](etc/6e04a9c9-2180-40b4-a76d-ee0a130d3a1f.jpg) Adding measurement 12aebf80 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.010e+03, gradient 7.211e-02, dot -0.130; [7bc8874d-0753-490f-aae5-cb7ebd467d69 = 1.000/1.000e+00] Orientation rejected. Popping history element from -68.14543128257021, -15.557742452545181, -5.572229170654941, -0.29859455180397354 LBFGS Accumulation History: 3 points Removed measurement 12aebf80 to history. Total: 3 th(0)=-68.14543128257021;dx=-0.005167333010513623 New Minimum: -68.14543128257021 > -82.91680341801955 END: th(14000.000000000005)=-82.91680341801955; dx=-5.34604391453777E-5 evalInputDelta=14.77137213544934 Fitness changed from -68.14543128257021 to -82.91680341801955 Iteration 6 complete. Error: -82.91680341801955 Total: 3.2001; Orientation: 0.4377; Line Search: 1.8602 Adding measurement ec2d579 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.798e+03, gradient 9.682e-02, dot -0.107; [7bc8874d-0753-490f-aae5-cb7ebd467d69 = 1.000/1.000e+00] Orientation rejected. Popping history element from -82.91680341801955, -15.557742452545181, -5.572229170654941, -0.29859455180397354 LBFGS Accumulation History: 3 points Removed measurement ec2d579 to history. Total: 3 th(0)=-82.91680341801955;dx=-0.009327764217201436 Armijo: th(30162.085660446384)=-76.37957420324331; dx=4.839813681956698E-4 evalInputDelta=-6.5372292147762465 New Minimum: -82.91680341801955 > -92.51649979530679 WOLF (strong): th(15081.042830223192)=-92.51649979530679; dx=7.789588178780672E-4 evalInputDelta=9.59969637728723 New Minimum: -92.51649979530679 > -102.08991900525731 END: th(5027.014276741064)=-102.08991900525731; dx=-0.001688022988699813 evalInputDelta=19.17311558723776 Fitness changed from -82.91680341801955 to -102.08991900525731 Iteration 7 complete. Error: -102.08991900525731 Total: 5.1832; Orientation: 0.5356; Line Search: 3.7711 Adding measurement 2ab99ecd to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.135e+04, gradient 7.946e-02, dot -0.148; [7bc8874d-0753-490f-aae5-cb7ebd467d69 = 1.000/1.000e+00] Orientation rejected. Popping history element from -102.08991900525731, -15.557742452545181, -5.572229170654941, -0.29859455180397354 LBFGS Accumulation History: 3 points Removed measurement 2ab99ecd to history. Total: 3 th(0)=-102.08991900525731;dx=-0.006300779923539765 New Minimum: -102.08991900525731 > -117.51453949272617 END: th(10830.37394509649)=-117.51453949272617; dx=-3.704261403938164E-4 evalInputDelta=15.424620487468857 Fitness changed from -102.08991900525731 to -117.51453949272617 Iteration 8 complete. Error: -117.51453949272617 Total: 3.1504; Orientation: 0.4502; Line Search: 1.8442 Adding measurement 3d1ad24d to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.811e+04, gradient 9.968e-02, dot -0.136; [7bc8874d-0753-490f-aae5-cb7ebd467d69 = 1.000/1.000e+00] Orientation rejected. Popping history element from -117.51453949272617, -15.557742452545181, -5.572229170654941, -0.29859455180397354 LBFGS Accumulation History: 3 points Removed measurement 3d1ad24d to history. Total: 3 th(0)=-117.51453949272617;dx=-0.009903634389487142 Armijo: th(23333.333333333347)=-109.95125873256295; dx=7.681146706716108E-4 evalInputDelta=-7.563280760163224 New Minimum: -117.51453949272617 > -127.7651769054757 WOLF (strong): th(11666.666666666673)=-127.7651769054757; dx=0.0011596615015301965 evalInputDelta=10.250637412749526 New Minimum: -127.7651769054757 > -133.8909304247304 END: th(3888.888888888891)=-133.8909304247304; dx=-0.0023708564254800966 evalInputDelta=16.37639093200424 Fitness changed from -117.51453949272617 to -133.8909304247304 Iteration 9 complete. Error: -133.8909304247304 Total: 5.0144; Orientation: 0.4369; Line Search: 3.7254 Adding measurement ad1727e to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.149e+04, gradient 7.641e-02, dot -0.189; [7bc8874d-0753-490f-aae5-cb7ebd467d69 = 1.000/1.000e+00] Orientation rejected. Popping history element from -133.8909304247304, -15.557742452545181, -5.572229170654941, -0.29859455180397354 LBFGS Accumulation History: 3 points Removed measurement ad1727e to history. Total: 3 th(0)=-133.8909304247304;dx=-0.005819495546616663 New Minimum: -133.8909304247304 > -149.03767481957374 END: th(8378.357127901774)=-149.03767481957374; dx=-0.0012270865436504374 evalInputDelta=15.146744394843324 Fitness changed from -133.8909304247304 to -149.03767481957374 Iteration 10 complete. Error: -149.03767481957374 Total: 3.1967; Orientation: 0.4513; Line Search: 1.8839 Iteration 10 ![Iteration 10](etc/d956c476-9927-4a44-a1fd-d0bcecb4a029.jpg) Adding measurement 675a76d2 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.072e+05, gradient 9.462e-02, dot -0.162; [7bc8874d-0753-490f-aae5-cb7ebd467d69 = 1.000/1.000e+00] Orientation rejected. Popping history element from -149.03767481957374, -15.557742452545181, -5.572229170654941, -0.29859455180397354 LBFGS Accumulation History: 3 points Removed measurement 675a76d2 to history. Total: 3 th(0)=-149.03767481957374;dx=-0.008918212588751605 Armijo: th(18050.623241827485)=-147.0383201010029; dx=5.49024969645084E-4 evalInputDelta=-1.999354718570828 New Minimum: -149.03767481957374 > -159.89296346501618 WOLF (strong): th(9025.311620913742)=-159.89296346501618; dx=5.367154075185902E-4 evalInputDelta=10.855288645442442 New Minimum: -159.89296346501618 > -162.04137203195978 END: th(3008.4372069712476)=-162.04137203195978; dx=-0.0033948525214118758 evalInputDelta=13.003697212386044 Fitness changed from -149.03767481957374 to -162.04137203195978 Iteration 11 complete. Error: -162.04137203195978 Total: 5.1043; Orientation: 0.4382; Line Search: 3.7594 Adding measurement 3bd86aa5 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.415e+06, gradient 7.562e-02, dot -0.206; [7bc8874d-0753-490f-aae5-cb7ebd467d69 = 1.000/1.000e+00] Orientation rejected. Popping history element from -162.04137203195978, -15.557742452545181, -5.572229170654941, -0.29859455180397354 LBFGS Accumulation History: 3 points Removed measurement 3bd86aa5 to history. Total: 3 th(0)=-162.04137203195978;dx=-0.005694994902459192 New Minimum: -162.04137203195978 > -174.92112061583643 END: th(6481.481481481486)=-174.92112061583643; dx=-0.0022462068181098678 evalInputDelta=12.879748583876648 Fitness changed from -162.04137203195978 to -174.92112061583643 Iteration 12 complete. Error: -174.92112061583643 Total: 3.2555; Orientation: 0.4603; Line Search: 1.9065 Adding measurement 5f363c23 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 7.071e+04, gradient 9.197e-02, dot -0.160; [7bc8874d-0753-490f-aae5-cb7ebd467d69 = 1.000/1.000e+00] Orientation rejected. Popping history element from -174.92112061583643, -15.557742452545181, -5.572229170654941, -0.29859455180397354 LBFGS Accumulation History: 3 points Removed measurement 5f363c23 to history. Total: 3 th(0)=-174.92112061583643;dx=-0.008432677514078137 New Minimum: -174.92112061583643 > -176.88076956137712 WOLF (strong): th(13963.92854650296)=-176.88076956137712; dx=1.3255540058664558E-5 evalInputDelta=1.9596489455406925 New Minimum: -176.88076956137712 > -184.11161271766645 END: th(6981.96427325148)=-184.11161271766645; dx=-5.047835976772193E-4 evalInputDelta=9.190492101830017 Fitness changed from -174.92112061583643 to -184.11161271766645 Iteration 13 complete. Error: -184.11161271766645 Total: 4.1341; Orientation: 0.4693; Line Search: 2.7963 Adding measurement 662acda9 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.114e+04, gradient 1.045e-01, dot -0.102; [7bc8874d-0753-490f-aae5-cb7ebd467d69 = 1.000/1.000e+00] Orientation rejected. Popping history element from -184.11161271766645, -15.557742452545181, -5.572229170654941, -0.29859455180397354 LBFGS Accumulation History: 3 points Removed measurement 662acda9 to history. Total: 3 th(0)=-184.11161271766645;dx=-0.01087463829526611 Armijo: th(15042.18603485624)=-176.46104939369764; dx=0.0011416128322599187 evalInputDelta=-7.650563323968811 New Minimum: -184.11161271766645 > -195.13744154761793 WOLF (strong): th(7521.09301742812)=-195.13744154761793; dx=0.001134841045273575 evalInputDelta=11.025828829951479 New Minimum: -195.13744154761793 > -197.48832046161615 END: th(2507.0310058093733)=-197.48832046161615; dx=-0.00478539472169563 evalInputDelta=13.376707743949709 Fitness changed from -184.11161271766645 to -197.48832046161615 Iteration 14 complete. Error: -197.48832046161615 Total: 5.1042; Orientation: 0.4913; Line Search: 3.7326 Adding measurement 63bf885e to history. Total: 3 Accepted: LBFGS Orientation magnitude: 9.848e+03, gradient 8.133e-02, dot 0.293; [7bc8874d-0753-490f-aae5-cb7ebd467d69 = 1.000/1.000e+00] Constructing line search parameters: LBFGS+Trust th(0)=-197.48832046161615;dx=-234.25131913487635 Armijo: th(5401.234567901239)=-27.10623068040296; dx=0.006806514664548862 evalInputDelta=-170.3820897812132 Armijo: th(2700.6172839506194)=-27.20039766806326; dx=0.013354983097315136 evalInputDelta=-170.2879227935529 Armijo: th(900.2057613168731)=-27.160068326928737; dx=0.040856296860869196 evalInputDelta=-170.32825213468743 Armijo: th(225.05144032921828)=-27.50680513278998; dx=0.1597547895045232 evalInputDelta=-169.98151532882616 Armijo: th(45.01028806584365)=-29.20330056127004; dx=0.7267080433902686 evalInputDelta=-168.28501990034613 Armijo: th(7.501714677640609)=-59.626991990441084; dx=5.31718183312001 evalInputDelta=-137.86132847117506 Armijo: th(1.0716735253772298)=-160.900833201696; dx=11.530447854294435 evalInputDelta=-36.58748725992015 New Minimum: -197.48832046161615 > -210.80322578177024 END: th(0.13395919067215373)=-210.80322578177024; dx=-69.91515851320801 evalInputDelta=13.314905320154082 Fitness changed from -197.48832046161615 to -210.80322578177024 Iteration 15 complete. Error: -210.80322578177024 Total: 10.9721; Orientation: 0.4366; Line Search: 9.6827 Iteration 15 ![Iteration 15](etc/93468839-af1b-48ff-91b3-e99787374a6e.jpg) Adding measurement 2a2032cf to history. Total: 4 Rejected: LBFGS Orientation magnitude: 8.211e+03, gradient 9.428e-02, dot -0.010; [7bc8874d-0753-490f-aae5-cb7ebd467d69 = 1.000/1.000e+00] Orientation rejected. Popping history element from -210.80322578177024, -197.48832046161615, -15.557742452545181, -5.572229170654941, -0.29859455180397354 Rejected: LBFGS Orientation magnitude: 4.319e+04, gradient 9.428e-02, dot -0.187; [7bc8874d-0753-490f-aae5-cb7ebd467d69 = 1.000/1.000e+00] Orientation rejected. Popping history element from -210.80322578177024, -197.48832046161615, -15.557742452545181, -5.572229170654941 LBFGS Accumulation History: 3 points Removed measurement 2a2032cf to history. Total: 4 Removed measurement 63bf885e to history. Total: 3 th(0)=-210.80322578177024;dx=-0.008846466664546186 New Minimum: -210.80322578177024 > -210.80490276853146 WOLFE (weak): th(0.28860632743268355)=-210.80490276853146; dx=-0.00835321197537843 evalInputDelta=0.0016769867612254075 New Minimum: -210.80490276853146 > -210.80657974195208 WOLFE (weak): th(0.5772126548653671)=-210.80657974195208; dx=-0.008371543114857254 evalInputDelta=0.0033539601818404208 New Minimum: -210.80657974195208 > -210.81328750223503 WOLFE (weak): th(1.7316379645961013)=-210.81328750223503; dx=-0.008363836758589921 evalInputDelta=0.010061720464790369 New Minimum: -210.81328750223503 > -210.8434327291225 WOLFE (weak): th(6.926551858384405)=-210.8434327291225; dx=-0.008355216905492638 evalInputDelta=0.04020694735226016 New Minimum: -210.8434327291225 > -211.00369331779478 WOLFE (weak): th(34.63275929192203)=-211.00369331779478; dx=-0.00831163398641689 evalInputDelta=0.20046753602454714 New Minimum: -211.00369331779478 > -211.99078694603688 WOLFE (weak): th(207.79655575153217)=-211.99078694603688; dx=-0.008140204513956115 evalInputDelta=1.18756116426664 New Minimum: -211.99078694603688 > -218.30904663744468 END: th(1454.5758902607251)=-218.30904663744468; dx=-0.006596451372547484 evalInputDelta=7.505820855674443 Fitness changed from -210.80322578177024 to -218.30904663744468 Iteration 16 complete. Error: -218.30904663744468 Total: 9.4269; Orientation: 1.0042; Line Search: 7.4917 Adding measurement 437a0ff7 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.319e+05, gradient 8.469e-02, dot -0.106; [7bc8874d-0753-490f-aae5-cb7ebd467d69 = 1.000/1.000e+00] Orientation rejected. Popping history element from -218.30904663744468, -15.557742452545181, -5.572229170654941, -0.29859455180397354 LBFGS Accumulation History: 3 points Removed measurement 437a0ff7 to history. Total: 3 th(0)=-218.30904663744468;dx=-0.007147535972659425 New Minimum: -218.30904663744468 > -229.37838893954242 END: th(3133.788757261717)=-229.37838893954242; dx=-0.004682294523928975 evalInputDelta=11.069342302097738 Fitness changed from -218.30904663744468 to -229.37838893954242 Iteration 17 complete. Error: -229.37838893954242 Total: 3.1831; Orientation: 0.4473; Line Search: 1.8681 Adding measurement 4ab33126 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.682e+04, gradient 7.807e-02, dot -0.128; [7bc8874d-0753-490f-aae5-cb7ebd467d69 = 1.000/1.000e+00] Orientation rejected. Popping history element from -229.37838893954242, -15.557742452545181, -5.572229170654941, -0.29859455180397354 LBFGS Accumulation History: 3 points Removed measurement 4ab33126 to history. Total: 3 th(0)=-229.37838893954242;dx=-0.006070868204561685 New Minimum: -229.37838893954242 > -243.48936385908112 END: th(6751.54320987655)=-243.48936385908112; dx=-0.00290458118495278 evalInputDelta=14.110974919538705 Fitness changed from -229.37838893954242 to -243.48936385908112 Iteration 18 complete. Error: -243.48936385908112 Total: 3.2714; Orientation: 0.5358; Line Search: 1.8650 Adding measurement 5d81233e to history. Total: 3 Accepted: LBFGS Orientation magnitude: 1.078e+04, gradient 8.869e-02, dot 0.215; [7bc8874d-0753-490f-aae5-cb7ebd467d69 = 1.000/1.000e+00] th(0)=-243.48936385908112;dx=-205.68286599071672 Armijo: th(14545.758902607255)=-35.08219457184175; dx=0.0032143482267932384 evalInputDelta=-208.40716928723938 Armijo: th(7272.879451303627)=-35.09450132766528; dx=0.006449348798406952 evalInputDelta=-208.39486253141584 Armijo: th(2424.2931504345424)=-35.12835004042319; dx=0.019600040415584764 evalInputDelta=-208.36101381865794 Armijo: th(606.0732876086356)=-35.485634059565214; dx=0.07390810001189549 evalInputDelta=-208.0037297995159 Armijo: th(121.21465752172712)=-37.04160423545311; dx=0.3968208769679341 evalInputDelta=-206.44775962362803 Armijo: th(20.202442920287854)=-51.677553928936355; dx=2.6558398343621716 evalInputDelta=-191.81180993014476 Armijo: th(2.8860632743268364)=-134.53414268086374; dx=13.815834204976438 evalInputDelta=-108.95522117821739 New Minimum: -243.48936385908112 > -243.60115647816616 END: th(0.36075790929085455)=-243.60115647816616; dx=-17.12376083684807 evalInputDelta=0.1117926190850369 Fitness changed from -243.48936385908112 to -243.60115647816616 Iteration 19 complete. Error: -243.60115647816616 Total: 10.1268; Orientation: 0.5601; Line Search: 8.7001 Adding measurement 31d6769b to history. Total: 4 Rejected: LBFGS Orientation magnitude: 8.032e+03, gradient 1.133e-01, dot -0.014; [7bc8874d-0753-490f-aae5-cb7ebd467d69 = 1.000/1.000e+00] Orientation rejected. Popping history element from -243.60115647816616, -243.48936385908112, -15.557742452545181, -5.572229170654941, -0.29859455180397354 Rejected: LBFGS Orientation magnitude: 8.628e+04, gradient 1.133e-01, dot -0.120; [7bc8874d-0753-490f-aae5-cb7ebd467d69 = 1.000/1.000e+00] Orientation rejected. Popping history element from -243.60115647816616, -243.48936385908112, -15.557742452545181, -5.572229170654941 LBFGS Accumulation History: 3 points Removed measurement 31d6769b to history. Total: 4 Removed measurement 5d81233e to history. Total: 3 th(0)=-243.60115647816616;dx=-0.01280688543810523 New Minimum: -243.60115647816616 > -243.6080355817517 WOLFE (weak): th(0.7772293544795926)=-243.6080355817517; dx=-0.0117696990455625 evalInputDelta=0.006879103585532675 New Minimum: -243.6080355817517 > -243.61484233570417 WOLFE (weak): th(1.5544587089591853)=-243.61484233570417; dx=-0.0117670861937867 evalInputDelta=0.01368585753800744 New Minimum: -243.61484233570417 > -243.6421636462991 WOLFE (weak): th(4.663376126877556)=-243.6421636462991; dx=-0.011766796997244202 evalInputDelta=0.0410071681329498 New Minimum: -243.6421636462991 > -243.76520785891492 WOLFE (weak): th(18.653504507510224)=-243.76520785891492; dx=-0.011755180188145517 evalInputDelta=0.16405138074875936 New Minimum: -243.76520785891492 > -244.41864220277878 WOLFE (weak): th(93.26752253755112)=-244.41864220277878; dx=-0.011635520104165083 evalInputDelta=0.8174857246126237 New Minimum: -244.41864220277878 > -248.3331384576976 END: th(559.6051352253066)=-248.3331384576976; dx=-0.010906967992804727 evalInputDelta=4.73198197953144 Fitness changed from -243.60115647816616 to -248.3331384576976 Iteration 20 complete. Error: -248.3331384576976 Total: 8.6163; Orientation: 1.0635; Line Search: 6.6958 Iteration 20 ![Iteration 20](etc/6336d745-99ad-4d2d-ac8f-32fddba6623b.jpg) Adding measurement 70d3909c to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.653e+04, gradient 1.080e-01, dot -0.102; [7bc8874d-0753-490f-aae5-cb7ebd467d69 = 1.000/1.000e+00] Orientation rejected. Popping history element from -248.3331384576976, -15.557742452545181, -5.572229170654941, -0.29859455180397354 LBFGS Accumulation History: 3 points Removed measurement 70d3909c to history. Total: 3 th(0)=-248.3331384576976;dx=-0.011639758191409638 New Minimum: -248.3331384576976 > -256.8114276565589 END: th(1205.632716049384)=-256.8114276565589; dx=-0.009082547834104268 evalInputDelta=8.478289198861319 Fitness changed from -248.3331384576976 to -256.8114276565589 Iteration 21 complete. Error: -256.8114276565589 Total: 3.2137; Orientation: 0.4352; Line Search: 1.8670 Adding measurement 3f68d913 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.249e+04, gradient 9.863e-02, dot -0.108; [7bc8874d-0753-490f-aae5-cb7ebd467d69 = 1.000/1.000e+00] Orientation rejected. Popping history element from -256.8114276565589, -15.557742452545181, -5.572229170654941, -0.29859455180397354 LBFGS Accumulation History: 3 points Removed measurement 3f68d913 to history. Total: 3 th(0)=-256.8114276565589;dx=-0.00970354461723568 New Minimum: -256.8114276565589 > -270.5906877786078 END: th(2597.456946894153)=-270.5906877786078; dx=-0.006836644503617232 evalInputDelta=13.779260122048868 Fitness changed from -256.8114276565589 to -270.5906877786078 Iteration 22 complete. Error: -270.5906877786078 Total: 3.1821; Orientation: 0.4431; Line Search: 1.8696 Adding measurement 6701e419 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.713e+04, gradient 8.998e-02, dot -0.120; [7bc8874d-0753-490f-aae5-cb7ebd467d69 = 1.000/1.000e+00] Orientation rejected. Popping history element from -270.5906877786078, -15.557742452545181, -5.572229170654941, -0.29859455180397354 LBFGS Accumulation History: 3 points Removed measurement 6701e419 to history. Total: 3 th(0)=-270.5906877786078;dx=-0.008074274057805413 New Minimum: -270.5906877786078 > -289.8301765689694 END: th(5596.051352253068)=-289.8301765689694; dx=-0.004627581475613054 evalInputDelta=19.239488790361634 Fitness changed from -270.5906877786078 to -289.8301765689694 Iteration 23 complete. Error: -289.8301765689694 Total: 3.1864; Orientation: 0.4406; Line Search: 1.8720 Adding measurement 690c93f9 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.742e+05, gradient 8.642e-02, dot -0.135; [7bc8874d-0753-490f-aae5-cb7ebd467d69 = 1.000/1.000e+00] Orientation rejected. Popping history element from -289.8301765689694, -15.557742452545181, -5.572229170654941, -0.29859455180397354 LBFGS Accumulation History: 3 points Removed measurement 690c93f9 to history. Total: 3 th(0)=-289.8301765689694;dx=-0.007447984250824325 New Minimum: -289.8301765689694 > -312.909207079306 END: th(12056.327160493844)=-312.909207079306; dx=-0.0021872368628772744 evalInputDelta=23.079030510336565 Fitness changed from -289.8301765689694 to -312.909207079306 Iteration 24 complete. Error: -312.909207079306 Total: 3.1978; Orientation: 0.4458; Line Search: 1.8860 Adding measurement 246e01b2 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.155e+05, gradient 1.069e-01, dot -0.111; [7bc8874d-0753-490f-aae5-cb7ebd467d69 = 1.000/1.000e+00] Orientation rejected. Popping history element from -312.909207079306, -15.557742452545181, -5.572229170654941, -0.29859455180397354 LBFGS Accumulation History: 3 points Removed measurement 246e01b2 to history. Total: 3 th(0)=-312.909207079306;dx=-0.011409871613990489 Armijo: th(25974.569468941536)=-291.3091678097344; dx=7.332531817384113E-4 evalInputDelta=-21.600039269571596 New Minimum: -312.909207079306 > -319.21475921391857 WOLF (strong): th(12987.284734470768)=-319.21475921391857; dx=6.813099651264507E-4 evalInputDelta=6.305552134612583 New Minimum: -319.21475921391857 > -329.805103432315 END: th(4329.094911490256)=-329.805103432315; dx=-0.002973828082670602 evalInputDelta=16.895896353008993 Fitness changed from -312.909207079306 to -329.805103432315 Iteration 25 complete. Error: -329.805103432315 Total: 6.0913; Orientation: 0.4374; Line Search: 4.7970 Iteration 25 ![Iteration 25](etc/68e166d7-d771-4d2d-ac51-9255e088051a.jpg) Adding measurement 5d39e14d to history. Total: 3 Accepted: LBFGS Orientation magnitude: 2.227e+04, gradient 9.034e-02, dot 0.197; [7bc8874d-0753-490f-aae5-cb7ebd467d69 = 1.000/1.000e+00] th(0)=-329.805103432315;dx=-395.48818496964543 Armijo: th(9326.752253755116)=-87.69104423076082; dx=0.010235743374335134 evalInputDelta=-242.11405920155414 Armijo: th(4663.376126877558)=-87.71246804634589; dx=0.02039766042005372 evalInputDelta=-242.0926353859691 Armijo: th(1554.458708959186)=-87.9290263330318; dx=0.0609355194970429 evalInputDelta=-241.87607709928318 Armijo: th(388.6146772397965)=-88.69661686755589; dx=0.24182236019239237 evalInputDelta=-241.1084865647591 Armijo: th(77.7229354479593)=-89.94251365021299; dx=1.191272231577115 evalInputDelta=-239.862589782102 Armijo: th(12.953822574659883)=-104.09184083358791; dx=7.595735068544808 evalInputDelta=-225.71326259872706 Armijo: th(1.850546082094269)=-220.21542187424114; dx=31.66801936873097 evalInputDelta=-109.58968155807383 New Minimum: -329.805103432315 > -338.3995535051723 END: th(0.23131826026178362)=-338.3995535051723; dx=-51.27087587031652 evalInputDelta=8.594450072857342 Fitness changed from -329.805103432315 to -338.3995535051723 Iteration 26 complete. Error: -338.3995535051723 Total: 10.2735; Orientation: 0.4870; Line Search: 8.7975 Adding measurement 3ab32de6 to history. Total: 4 Accepted: LBFGS Orientation magnitude: 9.512e+03, gradient 1.056e-01, dot 0.105; [7bc8874d-0753-490f-aae5-cb7ebd467d69 = 1.000/1.000e+00] th(0)=-338.3995535051723;dx=-105.30426030137743 Armijo: th(0.4983600843458104)=-311.03011811559344; dx=17.808781075878247 evalInputDelta=-27.369435389578882 Armijo: th(0.2491800421729052)=-324.4756346784763; dx=17.88771223647051 evalInputDelta=-13.923918826696024 Armijo: th(0.08306001405763506)=-333.76124746965456; dx=17.80134104852418 evalInputDelta=-4.638306035517758 Armijo: th(0.020765003514408766)=-337.25319679730245; dx=16.102388399348257 evalInputDelta=-1.1463567078698702 Armijo: th(0.004153000702881753)=-338.1710573992103; dx=15.493136787974255 evalInputDelta=-0.22849610596199454 Armijo: th(6.921667838136256E-4)=-338.36174706222334; dx=15.424414594412038 evalInputDelta=-0.03780644294897684 Armijo: th(9.888096911623223E-5)=-338.39417428126626; dx=15.303370501303853 evalInputDelta=-0.00537922390606127 Armijo: th(1.2360121139529028E-5)=-338.39888399269284; dx=15.384772809570006 evalInputDelta=-6.695124794759977E-4 Armijo: th(1.373346793281003E-6)=-338.39949578863144; dx=15.30574986795542 evalInputDelta=-5.7716540879937384E-5 Armijo: th(1.373346793281003E-7)=-338.3995535051723; dx=15.326404139300951 evalInputDelta=0.0 Armijo: th(1.2484970848009119E-8)=-338.3995535051723; dx=15.345080007239748 evalInputDelta=0.0 Armijo: th(1.0404142373340932E-9)=-338.3995535051723; dx=15.43624422131819 evalInputDelta=0.0 MIN ALPHA (8.003186441031486E-11): th(0.0)=-338.3995535051723 Fitness changed from -338.3995535051723 to -338.3995535051723 Static Iteration Total: 14.6904; Orientation: 0.6127; Line Search: 13.1498 Iteration 27 failed. Error: -338.3995535051723 Previous Error: 0.0 -> -338.3995535051723 Retrying iteration 27 Reset training subject: 2153677647720 Adding measurement 13e85ee6 to history. Total: 0 LBFGS Accumulation History: 1 points th(0)=-338.3995535051723;dx=-0.011122736393385946 END: th(2.1544346900318838E-10)=-338.3995535051723; dx=-0.009426276372216512 evalInputDelta=0.0 Fitness changed from -338.3995535051723 to -338.3995535051723 Static Iteration Total: 3.5847; Orientation: 0.0194; Line Search: 1.8340 Iteration 28 failed. Error: -338.3995535051723 Previous Error: 0.0 -> -338.3995535051723 Optimization terminated 28 Final threshold in iteration 28: -338.3995535051723 (> -Infinity) after 157.680s (< 3600.000s)