Reset training subject: 3559550608920
Reset training subject: 3612944035478
Adding measurement 634bee5d to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=0.09065454825758934;dx=-8.171368137926375E-6
New Minimum: 0.09065454825758934 > 0.09063160046935081
WOLFE (weak): th(2.154434690031884)=0.09063160046935081; dx=-7.5122691275884435E-6 evalInputDelta=2.294778823852539E-5
New Minimum: 0.09063160046935081 > 0.09060846641659737
WOLFE (weak): th(4.308869380063768)=0.09060846641659737; dx=-7.406156366766528E-6 evalInputDelta=4.608184099197388E-5
New Minimum: 0.09060846641659737 > 0.09051674418151379
WOLFE (weak): th(12.926608140191302)=0.09051674418151379; dx=-7.4664173282568055E-6 evalInputDelta=1.378040760755539E-4
New Minimum: 0.09051674418151379 > 0.09010304696857929
WOLFE (weak): th(51.70643256076521)=0.09010304696857929; dx=-7.540861277323987E-6 evalInputDelta=5.515012890100479E-4
New Minimum: 0.09010304696857929 > 0.0878995768725872
WOLFE (weak): th(258.53216280382605)=0.0878995768725872; dx=-7.4098138881588095E-6 evalInputDelta=0.0027549713850021362
New Minimum: 0.0878995768725872 > 0.07421187683939934
WOLFE (weak): th(1551.1929768229563)=0.07421187683939934; dx=-7.4471048098538145E-6 evalInputDelta=0.016442671418190002
New Minimum: 0.07421187683939934 > -0.019986039027571678
END: th(10858.350837760694)=-0.019986039027571678; dx=-6.866884533096914E-6 evalInputDelta=0.11064058728516102
Fitness changed from 0.09065454825758934 to -0.019986039027571678
Iteration 1 complete. Error: -0.019986039027571678 Total: 586.1053; Orientation: 0.0102; Line Search: 425.3626
Adding measurement 737b300b to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-0.019986039027571678;dx=-6.603763429122827E-6
New Minimum: -0.019986039027571678 > -0.21671262569725513
END: th(23393.607721408407)=-0.21671262569725513; dx=-5.367574460712743E-6 evalInputDelta=0.19672658666968346
Fitness changed from -0.019986039027571678 to -0.21671262569725513
Iteration 2 complete. Error: -0.21671262569725513 Total: 159.6699; Orientation: 0.0098; Line Search: 106.1400
Adding measurement 48101243 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-0.21671262569725513;dx=-4.911556489883761E-6
New Minimum: -0.21671262569725513 > -0.5084308348596096
END: th(50400.00000000001)=-0.5084308348596096; dx=-3.3432062846903297E-6 evalInputDelta=0.29171820916235447
Fitness changed from -0.21671262569725513 to -0.5084308348596096
Iteration 3 complete. Error: -0.5084308348596096 Total: 160.4145; Orientation: 0.0101; Line Search: 106.0860
Adding measurement 74d188e7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.278e+02, gradient 1.975e-03, dot -0.753; [2096ead5-26a9-4c64-9b50-5b8acbf5a5e0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.5084308348596096, -0.21671262569725513, -0.019986039027571678, 0.09065454825758934
LBFGS Accumulation History: 3 points
Removed measurement 74d188e7 to history. Total: 3
th(0)=-0.5084308348596096;dx=-2.9471955301553624E-6
New Minimum: -0.5084308348596096 > -0.7958292588591576
END: th(108583.50837760697)=-0.7958292588591576; dx=-1.4993353012735644E-6 evalInputDelta=0.28739842399954796
Fitness changed from -0.5084308348596096 to -0.7958292588591576
Iteration 4 complete. Error: -0.7958292588591576 Total: 160.9102; Orientation: 0.2330; Line Search: 107.1764
Adding measurement c3f7d3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.913e+02, gradient 1.535e-03, dot -0.579; [2096ead5-26a9-4c64-9b50-5b8acbf5a5e0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.7958292588591576, -0.21671262569725513, -0.019986039027571678, 0.09065454825758934
LBFGS Accumulation History: 3 points
Removed measurement c3f7d3 to history. Total: 3
th(0)=-0.7958292588591576;dx=-1.717669873984858E-6
New Minimum: -0.7958292588591576 > -0.9220546931028366
END: th(233936.07721408413)=-0.9220546931028366; dx=-1.3287454898111353E-7 evalInputDelta=0.12622543424367905
Fitness changed from -0.7958292588591576 to -0.9220546931028366
Iteration 5 complete. Error: -0.9220546931028366 Total: 160.7506; Orientation: 0.2369; Line Search: 107.0094
Adding measurement 60085ba9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.508e+02, gradient 1.682e-03, dot -0.311; [2096ead5-26a9-4c64-9b50-5b8acbf5a5e0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.9220546931028366, -0.21671262569725513, -0.019986039027571678, 0.09065454825758934
LBFGS Accumulation History: 3 points
Removed measurement 60085ba9 to history. Total: 3
th(0)=-0.9220546931028366;dx=-2.152885961124332E-6
Armijo: th(504000.0000000002)=0.021941378712654114; dx=1.2693234744793894E-6 evalInputDelta=-0.9439960718154907
Armijo: th(252000.0000000001)=-0.8407590072602034; dx=9.726484721678886E-7 evalInputDelta=-0.08129568584263325
New Minimum: -0.9220546931028366 > -1.1056925933808088
END: th(84000.00000000003)=-1.1056925933808088; dx=-6.185071345272273E-7 evalInputDelta=0.18363790027797222
Fitness changed from -0.9220546931028366 to -1.1056925933808088
Iteration 6 complete. Error: -1.1056925933808088 Total: 268.0501; Orientation: 0.4274; Line Search: 214.0784
Adding measurement 57772ce1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.198e+02, gradient 1.207e-03, dot -0.444; [2096ead5-26a9-4c64-9b50-5b8acbf5a5e0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.1056925933808088, -0.21671262569725513, -0.019986039027571678, 0.09065454825758934
LBFGS Accumulation History: 3 points
Removed measurement 57772ce1 to history. Total: 3
th(0)=-1.1056925933808088;dx=-9.724695810208278E-7
New Minimum: -1.1056925933808088 > -1.165413936600089
END: th(180972.5139626783)=-1.165413936600089; dx=-5.4972630467601044E-8 evalInputDelta=0.05972134321928024
Fitness changed from -1.1056925933808088 to -1.165413936600089
Iteration 7 complete. Error: -1.165413936600089 Total: 160.5427; Orientation: 0.2394; Line Search: 106.7996
Adding measurement 3f98719a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.174e+02, gradient 1.328e-03, dot -0.355; [2096ead5-26a9-4c64-9b50-5b8acbf5a5e0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.165413936600089, -0.21671262569725513, -0.019986039027571678, 0.09065454825758934
LBFGS Accumulation History: 3 points
Removed measurement 3f98719a to history. Total: 3
th(0)=-1.165413936600089;dx=-1.3483413982411758E-6
Armijo: th(389893.4620234736)=-0.7591385208070278; dx=8.295499696366511E-7 evalInputDelta=-0.40627541579306126
New Minimum: -1.165413936600089 > -1.1711071748286486
WOLF (strong): th(194946.7310117368)=-1.1711071748286486; dx=5.252882503865801E-7 evalInputDelta=0.005693238228559494
New Minimum: -1.1711071748286486 > -1.2574792560189962
END: th(64982.24367057893)=-1.2574792560189962; dx=-5.951629506893799E-7 evalInputDelta=0.09206531941890717
Fitness changed from -1.165413936600089 to -1.2574792560189962
Iteration 8 complete. Error: -1.2574792560189962 Total: 266.9435; Orientation: 0.2563; Line Search: 213.1609
Adding measurement 68e21b81 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.615e+02, gradient 1.002e-03, dot -0.485; [2096ead5-26a9-4c64-9b50-5b8acbf5a5e0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.2574792560189962, -0.21671262569725513, -0.019986039027571678, 0.09065454825758934
LBFGS Accumulation History: 3 points
Removed measurement 68e21b81 to history. Total: 3
th(0)=-1.2574792560189962;dx=-6.80412302902786E-7
New Minimum: -1.2574792560189962 > -1.2931249625980854
END: th(140000.00000000006)=-1.2931249625980854; dx=-1.8077378702130862E-7 evalInputDelta=0.035645706579089165
Fitness changed from -1.2574792560189962 to -1.2931249625980854
Iteration 9 complete. Error: -1.2931249625980854 Total: 160.7020; Orientation: 0.2993; Line Search: 106.9111
Adding measurement 6a2e856e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.699e+02, gradient 1.007e-03, dot -0.455; [2096ead5-26a9-4c64-9b50-5b8acbf5a5e0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.2931249625980854, -0.21671262569725513, -0.019986039027571678, 0.09065454825758934
LBFGS Accumulation History: 3 points
Removed measurement 6a2e856e to history. Total: 3
th(0)=-1.2931249625980854;dx=-7.048078873571689E-7
Armijo: th(301620.8566044639)=-1.1531862113624811; dx=2.900956062685452E-7 evalInputDelta=-0.1399387512356043
New Minimum: -1.2931249625980854 > -1.3122702576220036
WOLF (strong): th(150810.42830223194)=-1.3122702576220036; dx=3.679067580983634E-8 evalInputDelta=0.019145295023918152
New Minimum: -1.3122702576220036 > -1.328545119613409
END: th(50270.142767410645)=-1.328545119613409; dx=-4.835847962161442E-7 evalInputDelta=0.03542015701532364
Fitness changed from -1.2931249625980854 to -1.328545119613409
Iteration 10 complete. Error: -1.328545119613409 Total: 267.0625; Orientation: 0.2331; Line Search: 213.3320
Adding measurement 1285c717 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.806e+02, gradient 9.278e-04, dot -0.495; [2096ead5-26a9-4c64-9b50-5b8acbf5a5e0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.328545119613409, -0.21671262569725513, -0.019986039027571678, 0.09065454825758934
LBFGS Accumulation History: 3 points
Removed measurement 1285c717 to history. Total: 3
th(0)=-1.328545119613409;dx=-4.894672381373867E-7
New Minimum: -1.328545119613409 > -1.3594923093914986
END: th(108303.7394509649)=-1.3594923093914986; dx=-2.0972176847492267E-7 evalInputDelta=0.030947189778089523
Fitness changed from -1.328545119613409 to -1.3594923093914986
Iteration 11 complete. Error: -1.3594923093914986 Total: 160.4830; Orientation: 0.2354; Line Search: 106.1450
Adding measurement 70257a4d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.813e+02, gradient 9.460e-04, dot -0.456; [2096ead5-26a9-4c64-9b50-5b8acbf5a5e0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.3594923093914986, -0.21671262569725513, -0.019986039027571678, 0.09065454825758934
LBFGS Accumulation History: 3 points
Removed measurement 70257a4d to history. Total: 3
th(0)=-1.3594923093914986;dx=-5.250811724509997E-7
Armijo: th(233333.3333333335)=-1.310427037999034; dx=1.0451231317865309E-7 evalInputDelta=-0.04906527139246464
New Minimum: -1.3594923093914986 > -1.375877970829606
END: th(116666.66666666674)=-1.375877970829606; dx=-7.073860716225586E-8 evalInputDelta=0.01638566143810749
Fitness changed from -1.3594923093914986 to -1.375877970829606
Iteration 12 complete. Error: -1.375877970829606 Total: 214.4641; Orientation: 0.2925; Line Search: 159.9954
Adding measurement 679c7c16 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.686e+02, gradient 1.040e-03, dot -0.390; [2096ead5-26a9-4c64-9b50-5b8acbf5a5e0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.375877970829606, -0.21671262569725513, -0.019986039027571678, 0.09065454825758934
LBFGS Accumulation History: 3 points
Removed measurement 679c7c16 to history. Total: 3
th(0)=-1.375877970829606;dx=-6.684423382167799E-7
Armijo: th(251350.71383705328)=-1.3124907556921244; dx=3.2537297709115743E-7 evalInputDelta=-0.06338721513748169
New Minimum: -1.375877970829606 > -1.4076742436736822
WOLF (strong): th(125675.35691852664)=-1.4076742436736822; dx=6.681400969453773E-8 evalInputDelta=0.03179627284407616
New Minimum: -1.4076742436736822 > -1.4089912492781878
END: th(41891.78563950888)=-1.4089912492781878; dx=-4.172225830934128E-7 evalInputDelta=0.033113278448581696
Fitness changed from -1.375877970829606 to -1.4089912492781878
Iteration 13 complete. Error: -1.4089912492781878 Total: 266.5020; Orientation: 0.3264; Line Search: 212.5588
Adding measurement 53466b52 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.216e+02, gradient 8.197e-04, dot -0.523; [2096ead5-26a9-4c64-9b50-5b8acbf5a5e0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.4089912492781878, -0.21671262569725513, -0.019986039027571678, 0.09065454825758934
LBFGS Accumulation History: 3 points
Removed measurement 53466b52 to history. Total: 3
th(0)=-1.4089912492781878;dx=-4.6376668227269417E-7
New Minimum: -1.4089912492781878 > -1.4175097681581974
END: th(90253.11620913744)=-1.4175097681581974; dx=-1.6757679499381998E-7 evalInputDelta=0.008518518880009651
Fitness changed from -1.4089912492781878 to -1.4175097681581974
Iteration 14 complete. Error: -1.4175097681581974 Total: 161.2796; Orientation: 0.2376; Line Search: 106.7854
Adding measurement 3b2ff735 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.187e+02, gradient 8.712e-04, dot -0.472; [2096ead5-26a9-4c64-9b50-5b8acbf5a5e0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.4175097681581974, -0.21671262569725513, -0.019986039027571678, 0.09065454825758934
LBFGS Accumulation History: 3 points
Removed measurement 3b2ff735 to history. Total: 3
th(0)=-1.4175097681581974;dx=-4.762934871500326E-7
Armijo: th(194444.4444444446)=-1.4083516150712967; dx=-6.965158659602993E-9 evalInputDelta=-0.009158153086900711
New Minimum: -1.4175097681581974 > -1.436879824846983
END: th(97222.2222222223)=-1.436879824846983; dx=-1.0199777880233211E-7 evalInputDelta=0.019370056688785553
Fitness changed from -1.4175097681581974 to -1.436879824846983
Iteration 15 complete. Error: -1.436879824846983 Total: 212.8915; Orientation: 0.2345; Line Search: 159.1439
Adding measurement 60c2c7cc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.124e+02, gradient 8.990e-04, dot -0.439; [2096ead5-26a9-4c64-9b50-5b8acbf5a5e0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.436879824846983, -0.21671262569725513, -0.019986039027571678, 0.09065454825758934
LBFGS Accumulation History: 3 points
Removed measurement 60c2c7cc to history. Total: 3
th(0)=-1.436879824846983;dx=-5.424520474853428E-7
Armijo: th(209458.92819754445)=-1.3966484945267439; dx=8.410848682554488E-8 evalInputDelta=-0.04023133032023907
New Minimum: -1.436879824846983 > -1.4493273347616196
WOLF (strong): th(104729.46409877222)=-1.4493273347616196; dx=3.213260524431407E-9 evalInputDelta=0.012447509914636612
New Minimum: -1.4493273347616196 > -1.4539281018078327
END: th(34909.821366257405)=-1.4539281018078327; dx=-3.416274207081362E-7 evalInputDelta=0.017048276960849762
Fitness changed from -1.436879824846983 to -1.4539281018078327
Iteration 16 complete. Error: -1.4539281018078327 Total: 266.8874; Orientation: 0.2354; Line Search: 212.5950
Adding measurement 277819cf to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.174e+02, gradient 7.770e-04, dot -0.498; [2096ead5-26a9-4c64-9b50-5b8acbf5a5e0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.4539281018078327, -0.21671262569725513, -0.019986039027571678, 0.09065454825758934
LBFGS Accumulation History: 3 points
Removed measurement 277819cf to history. Total: 3
th(0)=-1.4539281018078327;dx=-3.3254219836739394E-7
New Minimum: -1.4539281018078327 > -1.464265026152134
END: th(75210.93017428121)=-1.464265026152134; dx=-1.7707052985358586E-7 evalInputDelta=0.010336924344301224
Fitness changed from -1.4539281018078327 to -1.464265026152134
Iteration 17 complete. Error: -1.464265026152134 Total: 160.8271; Orientation: 0.2369; Line Search: 106.5729
Adding measurement 7c3825e1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.281e+02, gradient 7.968e-04, dot -0.478; [2096ead5-26a9-4c64-9b50-5b8acbf5a5e0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.464265026152134, -0.21671262569725513, -0.019986039027571678, 0.09065454825758934
LBFGS Accumulation History: 3 points
Removed measurement 7c3825e1 to history. Total: 3
th(0)=-1.464265026152134;dx=-3.4523364962841573E-7
Armijo: th(162037.0370370372)=-1.4603267889469862; dx=-3.134898193234474E-8 evalInputDelta=-0.003938237205147743
New Minimum: -1.464265026152134 > -1.4770429227501154
END: th(81018.5185185186)=-1.4770429227501154; dx=-1.3829545656854916E-7 evalInputDelta=0.012777896597981453
Fitness changed from -1.464265026152134 to -1.4770429227501154
Iteration 18 complete. Error: -1.4770429227501154 Total: 213.8599; Orientation: 0.2382; Line Search: 159.7362
Adding measurement 458ec62 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.164e+02, gradient 8.111e-04, dot -0.447; [2096ead5-26a9-4c64-9b50-5b8acbf5a5e0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.4770429227501154, -0.21671262569725513, -0.019986039027571678, 0.09065454825758934
LBFGS Accumulation History: 3 points
Removed measurement 458ec62 to history. Total: 3
th(0)=-1.4770429227501154;dx=-3.889349960518378E-7
Armijo: th(174549.10683128706)=-1.46013936214149; dx=2.457476845716368E-8 evalInputDelta=-0.016903560608625412
New Minimum: -1.4770429227501154 > -1.4880989640951157
END: th(87274.55341564353)=-1.4880989640951157; dx=-8.184366709375041E-8 evalInputDelta=0.011056041345000267
Fitness changed from -1.4770429227501154 to -1.4880989640951157
Iteration 19 complete. Error: -1.4880989640951157 Total: 213.5341; Orientation: 0.2560; Line Search: 159.4858
Adding measurement 36014688 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.528e+02, gradient 8.030e-04, dot -0.470; [2096ead5-26a9-4c64-9b50-5b8acbf5a5e0 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.4880989640951157, -0.21671262569725513, -0.019986039027571678, 0.09065454825758934
LBFGS Accumulation History: 3 points
Removed measurement 36014688 to history. Total: 3
th(0)=-1.4880989640951157;dx=-4.358115638584388E-7
Armijo: th(188027.32543570307)=-1.4425147268921137; dx=5.4243038551505465E-8 evalInputDelta=-0.045584237203001976
New Minimum: -1.4880989640951157 > -1.489476278424263
END: th(94013.66271785153)=-1.489476278424263; dx=-2.0442128603291726E-8 evalInputDelta=0.0013773143291473389
Fitness changed from -1.4880989640951157 to -1.489476278424263
Iteration 20 complete. Error: -1.489476278424263 Total: 214.0737; Orientation: 0.3604; Line Search: 159.5723
Final threshold in iteration 21: -1.489476278424263 (> -Infinity) after 4435.954s (< 5400.000s)
