Reset training subject: 551747769959799
Reset training subject: 551750450272300
Adding measurement 50dfceff to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=8.080932389944792;dx=-5.439462369322695E-7
New Minimum: 8.080932389944792 > 8.080922899767756
WOLFE (weak): th(2.154434690031884)=8.080922899767756; dx=-6.274070032895625E-7 evalInputDelta=9.490177035331726E-6
New Minimum: 8.080922899767756 > 8.080913837999105
WOLFE (weak): th(4.308869380063768)=8.080913837999105; dx=-5.836462926941495E-7 evalInputDelta=1.8551945686340332E-5
New Minimum: 8.080913837999105 > 8.080876978114247
WOLFE (weak): th(12.926608140191302)=8.080876978114247; dx=-5.593816031171283E-7 evalInputDelta=5.541183054447174E-5
New Minimum: 8.080876978114247 > 8.08071207255125
WOLFE (weak): th(51.70643256076521)=8.08071207255125; dx=-6.375479907877627E-7 evalInputDelta=2.2031739354133606E-4
New Minimum: 8.08071207255125 > 8.079833993688226
WOLFE (weak): th(258.53216280382605)=8.079833993688226; dx=-6.469757816665078E-7 evalInputDelta=0.0010983962565660477
New Minimum: 8.079833993688226 > 8.074327180162072
WOLFE (weak): th(1551.1929768229563)=8.074327180162072; dx=-5.443909753986366E-7 evalInputDelta=0.006605209782719612
New Minimum: 8.074327180162072 > 8.03229260072112
WOLFE (weak): th(10858.350837760694)=8.03229260072112; dx=-7.483084909591828E-7 evalInputDelta=0.04863978922367096
New Minimum: 8.03229260072112 > 7.802019080147147
END: th(86866.80670208555)=7.802019080147147; dx=-1.9491406692373048E-7 evalInputDelta=0.2789133097976446
Fitness changed from 8.080932389944792 to 7.802019080147147
Iteration 1 complete. Error: 7.802019080147147 Total: 28.5683; Orientation: 0.0211; Line Search: 21.1408
Adding measurement 1490b1a4 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=7.802019080147147;dx=-1.4740794786696883E-6
New Minimum: 7.802019080147147 > 7.587569240480661
WOLF (strong): th(187148.86177126726)=7.587569240480661; dx=2.0351382364331215E-8 evalInputDelta=0.2144498396664858
New Minimum: 7.587569240480661 > 7.509400945156813
WOLF (strong): th(93574.43088563363)=7.509400945156813; dx=1.0882847481979603E-7 evalInputDelta=0.2926181349903345
END: th(31191.476961877877)=7.610817149281502; dx=-4.77753011098114E-7 evalInputDelta=0.1912019308656454
Fitness changed from 7.802019080147147 to 7.509400945156813
Iteration 2 complete. Error: 7.509400945156813 Total: 12.4471; Orientation: 0.0025; Line Search: 10.0487
Adding measurement 339ecd3f to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=7.509400945156813;dx=-1.374998533587457E-6
New Minimum: 7.509400945156813 > 7.256576701998711
END: th(67200.00000000001)=7.256576701998711; dx=-2.383380059084984E-7 evalInputDelta=0.25282424315810204
Fitness changed from 7.509400945156813 to 7.256576701998711
Iteration 3 complete. Error: 7.256576701998711 Total: 7.0677; Orientation: 0.0017; Line Search: 4.7488
Adding measurement 4c89b58 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.199e+02, gradient 1.146e-03, dot -0.458; [5aeb21a5-79da-428e-84fd-1a1825168acc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.256576701998711, 7.509400945156813, 7.802019080147147, 8.080932389944792
LBFGS Accumulation History: 3 points
Removed measurement 4c89b58 to history. Total: 3
th(0)=7.256576701998711;dx=-9.458768155493937E-7
New Minimum: 7.256576701998711 > 7.0015399269759655
END: th(144778.01117014262)=7.0015399269759655; dx=-7.25218870478563E-8 evalInputDelta=0.25503677502274513
Fitness changed from 7.256576701998711 to 7.0015399269759655
Iteration 4 complete. Error: 7.0015399269759655 Total: 6.9999; Orientation: 0.0495; Line Search: 4.6373
Adding measurement 245a06f4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.391e+02, gradient 1.069e-03, dot -0.369; [5aeb21a5-79da-428e-84fd-1a1825168acc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.0015399269759655, 7.509400945156813, 7.802019080147147, 8.080932389944792
LBFGS Accumulation History: 3 points
Removed measurement 245a06f4 to history. Total: 3
th(0)=7.0015399269759655;dx=-7.210611176289615E-7
New Minimum: 7.0015399269759655 > 6.913424897938967
WOLF (strong): th(311914.76961877884)=6.913424897938967; dx=9.765290274737298E-8 evalInputDelta=0.08811502903699875
New Minimum: 6.913424897938967 > 6.744659185409546
WOLF (strong): th(155957.38480938942)=6.744659185409546; dx=4.3679923292968596E-8 evalInputDelta=0.2568807415664196
END: th(51985.79493646314)=6.802649166435003; dx=-4.097034646692162E-7 evalInputDelta=0.19889076054096222
Fitness changed from 7.0015399269759655 to 6.744659185409546
Iteration 5 complete. Error: 6.744659185409546 Total: 11.7916; Orientation: 0.0261; Line Search: 9.4443
Adding measurement 6980c50b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.231e+02, gradient 9.338e-04, dot -0.353; [5aeb21a5-79da-428e-84fd-1a1825168acc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.744659185409546, 7.509400945156813, 7.802019080147147, 8.080932389944792
LBFGS Accumulation History: 3 points
Removed measurement 6980c50b to history. Total: 3
th(0)=6.744659185409546;dx=-6.090456742563442E-7
New Minimum: 6.744659185409546 > 6.576931342482567
END: th(112000.00000000004)=6.576931342482567; dx=-1.6408752190656892E-7 evalInputDelta=0.16772784292697906
Fitness changed from 6.744659185409546 to 6.576931342482567
Iteration 6 complete. Error: 6.576931342482567 Total: 6.9889; Orientation: 0.0252; Line Search: 4.6644
Adding measurement 38a2118b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.929e+02, gradient 7.380e-04, dot -0.442; [5aeb21a5-79da-428e-84fd-1a1825168acc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.576931342482567, 7.509400945156813, 7.802019080147147, 8.080932389944792
LBFGS Accumulation History: 3 points
Removed measurement 38a2118b to history. Total: 3
th(0)=6.576931342482567;dx=-2.9718303909082483E-7
New Minimum: 6.576931342482567 > 6.392410591244698
END: th(241296.68528357107)=6.392410591244698; dx=-1.3417354212603803E-7 evalInputDelta=0.18452075123786926
Fitness changed from 6.576931342482567 to 6.392410591244698
Iteration 7 complete. Error: 6.392410591244698 Total: 7.0330; Orientation: 0.0249; Line Search: 4.6582
Adding measurement 7ad4085c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.210e+02, gradient 7.281e-04, dot -0.324; [5aeb21a5-79da-428e-84fd-1a1825168acc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.392410591244698, 7.509400945156813, 7.802019080147147, 8.080932389944792
LBFGS Accumulation History: 3 points
Removed measurement 7ad4085c to history. Total: 3
th(0)=6.392410591244698;dx=-3.4037944200001257E-7
Armijo: th(519857.9493646315)=6.694792702794075; dx=2.67827790629887E-8 evalInputDelta=-0.30238211154937744
New Minimum: 6.392410591244698 > 6.310455989092588
END: th(259928.97468231575)=6.310455989092588; dx=-3.704206044774229E-8 evalInputDelta=0.08195460215210915
Fitness changed from 6.392410591244698 to 6.310455989092588
Iteration 8 complete. Error: 6.310455989092588 Total: 9.8557; Orientation: 0.0240; Line Search: 7.4962
Adding measurement 8ecd699 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.746e+02, gradient 6.706e-04, dot -0.320; [5aeb21a5-79da-428e-84fd-1a1825168acc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.310455989092588, 7.509400945156813, 7.802019080147147, 8.080932389944792
LBFGS Accumulation History: 3 points
Removed measurement 8ecd699 to history. Total: 3
th(0)=6.310455989092588;dx=-2.838535669582317E-7
Armijo: th(560000.0000000003)=6.558054145425558; dx=1.675227028458182E-8 evalInputDelta=-0.24759815633296967
New Minimum: 6.310455989092588 > 6.174970209598541
END: th(280000.0000000002)=6.174970209598541; dx=-8.479013139091696E-8 evalInputDelta=0.13548577949404716
Fitness changed from 6.310455989092588 to 6.174970209598541
Iteration 9 complete. Error: 6.174970209598541 Total: 9.3324; Orientation: 0.0229; Line Search: 6.9639
Adding measurement 60b84649 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.528e+02, gradient 7.013e-04, dot -0.338; [5aeb21a5-79da-428e-84fd-1a1825168acc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.174970209598541, 7.509400945156813, 7.802019080147147, 8.080932389944792
LBFGS Accumulation History: 3 points
Removed measurement 60b84649 to history. Total: 3
th(0)=6.174970209598541;dx=-2.7809436912821743E-7
Armijo: th(603241.7132089279)=6.916036739945412; dx=1.8107511575981635E-8 evalInputDelta=-0.7410665303468704
Armijo: th(301620.85660446394)=6.188733324408531; dx=-3.861345205846083E-8 evalInputDelta=-0.01376311480998993
New Minimum: 6.174970209598541 > 6.0243543311953545
END: th(100540.28553482132)=6.0243543311953545; dx=-1.8030134489242978E-7 evalInputDelta=0.1506158784031868
Fitness changed from 6.174970209598541 to 6.0243543311953545
Iteration 10 complete. Error: 6.0243543311953545 Total: 11.6868; Orientation: 0.0237; Line Search: 9.3401
Adding measurement 2b05257a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.303e+02, gradient 6.063e-04, dot -0.395; [5aeb21a5-79da-428e-84fd-1a1825168acc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.0243543311953545, 7.509400945156813, 7.802019080147147, 8.080932389944792
LBFGS Accumulation History: 3 points
Removed measurement 2b05257a to history. Total: 3
th(0)=6.0243543311953545;dx=-2.0531039753667548E-7
Armijo: th(216607.47890192986)=6.086103975772858; dx=-1.0325473338226691E-7 evalInputDelta=-0.061749644577503204
New Minimum: 6.0243543311953545 > 6.0084308087825775
END: th(108303.73945096493)=6.0084308087825775; dx=-1.5066886213469972E-7 evalInputDelta=0.015923522412776947
Fitness changed from 6.0243543311953545 to 6.0084308087825775
Iteration 11 complete. Error: 6.0084308087825775 Total: 9.4252; Orientation: 0.0237; Line Search: 6.9980
Adding measurement a9781d8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.601e+02, gradient 5.749e-04, dot -0.376; [5aeb21a5-79da-428e-84fd-1a1825168acc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.0084308087825775, 7.509400945156813, 7.802019080147147, 8.080932389944792
LBFGS Accumulation History: 3 points
Removed measurement a9781d8 to history. Total: 3
th(0)=6.0084308087825775;dx=-1.6733952088298973E-7
New Minimum: 6.0084308087825775 > 5.996328439563513
END: th(233333.33333333355)=5.996328439563513; dx=-4.097242254242459E-8 evalInputDelta=0.012102369219064713
Fitness changed from 6.0084308087825775 to 5.996328439563513
Iteration 12 complete. Error: 5.996328439563513 Total: 7.0168; Orientation: 0.0234; Line Search: 4.6769
Adding measurement 75541428 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.441e+02, gradient 5.901e-04, dot -0.306; [5aeb21a5-79da-428e-84fd-1a1825168acc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.996328439563513, 7.509400945156813, 7.802019080147147, 8.080932389944792
LBFGS Accumulation History: 3 points
Removed measurement 75541428 to history. Total: 3
th(0)=5.996328439563513;dx=-1.354637359447495E-7
Armijo: th(502701.4276741067)=6.664261784404516; dx=-1.5175699921951148E-8 evalInputDelta=-0.6679333448410034
New Minimum: 5.996328439563513 > 5.974619559943676
END: th(251350.71383705334)=5.974619559943676; dx=-3.977341241794086E-8 evalInputDelta=0.021708879619836807
Fitness changed from 5.996328439563513 to 5.974619559943676
Iteration 13 complete. Error: 5.974619559943676 Total: 9.5005; Orientation: 0.0237; Line Search: 7.1151
Adding measurement 506dcb44 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.203e+02, gradient 5.594e-04, dot -0.351; [5aeb21a5-79da-428e-84fd-1a1825168acc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.974619559943676, 7.509400945156813, 7.802019080147147, 8.080932389944792
LBFGS Accumulation History: 3 points
Removed measurement 506dcb44 to history. Total: 3
th(0)=5.974619559943676;dx=-1.404027988764586E-7
Armijo: th(541518.6972548247)=6.44473085552454; dx=-2.3361446066672646E-8 evalInputDelta=-0.47011129558086395
Armijo: th(270759.34862741234)=6.001366753131151; dx=-3.699097297019909E-8 evalInputDelta=-0.026747193187475204
New Minimum: 5.974619559943676 > 5.919016193598509
END: th(90253.11620913744)=5.919016193598509; dx=-8.328706643806614E-8 evalInputDelta=0.05560336634516716
Fitness changed from 5.974619559943676 to 5.919016193598509
Iteration 14 complete. Error: 5.919016193598509 Total: 12.5832; Orientation: 0.0231; Line Search: 10.2173
Adding measurement 27b611aa to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.405e+02, gradient 5.399e-04, dot -0.364; [5aeb21a5-79da-428e-84fd-1a1825168acc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.919016193598509, 7.509400945156813, 7.802019080147147, 8.080932389944792
LBFGS Accumulation History: 3 points
Removed measurement 27b611aa to history. Total: 3
th(0)=5.919016193598509;dx=-1.2325465084093037E-7
Armijo: th(194444.4444444446)=5.959995768964291; dx=-7.160454414526443E-8 evalInputDelta=-0.040979575365781784
New Minimum: 5.919016193598509 > 5.889343373477459
END: th(97222.2222222223)=5.889343373477459; dx=-9.956169516952815E-8 evalInputDelta=0.02967282012104988
Fitness changed from 5.919016193598509 to 5.889343373477459
Iteration 15 complete. Error: 5.889343373477459 Total: 9.3085; Orientation: 0.0240; Line Search: 6.9443
Adding measurement 51d0a9cd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.249e+02, gradient 5.109e-04, dot -0.336; [5aeb21a5-79da-428e-84fd-1a1825168acc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.889343373477459, 7.509400945156813, 7.802019080147147, 8.080932389944792
LBFGS Accumulation History: 3 points
Removed measurement 51d0a9cd to history. Total: 3
th(0)=5.889343373477459;dx=-1.1066764914358465E-7
New Minimum: 5.889343373477459 > 5.863002143800259
END: th(209458.92819754445)=5.863002143800259; dx=-9.305831492356337E-8 evalInputDelta=0.026341229677200317
Fitness changed from 5.889343373477459 to 5.863002143800259
Iteration 16 complete. Error: 5.863002143800259 Total: 7.0916; Orientation: 0.0229; Line Search: 4.7405
Adding measurement 77fc7d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.507e+02, gradient 5.764e-04, dot -0.326; [5aeb21a5-79da-428e-84fd-1a1825168acc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.863002143800259, 7.509400945156813, 7.802019080147147, 8.080932389944792
LBFGS Accumulation History: 3 points
Removed measurement 77fc7d to history. Total: 3
th(0)=5.863002143800259;dx=-1.3935848492782714E-7
Armijo: th(451265.58104568726)=6.680611602962017; dx=-3.5831323581363795E-8 evalInputDelta=-0.8176094591617584
Armijo: th(225632.79052284363)=6.104701094329357; dx=-7.17797698804875E-8 evalInputDelta=-0.2416989505290985
Armijo: th(75210.93017428121)=5.888540681451559; dx=-1.0657296210785358E-7 evalInputDelta=-0.02553853765130043
Armijo: th(18802.732543570302)=5.866862323135138; dx=-1.4114771051257695E-7 evalInputDelta=-0.0038601793348789215
Armijo: th(3760.5465087140606)=5.863610953092575; dx=-1.3225349324101576E-7 evalInputDelta=-6.088092923164368E-4
Armijo: th(626.7577514523434)=5.863105412572622; dx=-1.3995607856002092E-7 evalInputDelta=-1.0326877236366272E-4
Armijo: th(89.53682163604905)=5.863016951829195; dx=-1.3224974820111516E-7 evalInputDelta=-1.4808028936386108E-5
Armijo: th(11.192102704506132)=5.863003186881542; dx=-1.5134945339652774E-7 evalInputDelta=-1.043081283569336E-6
Armijo: th(1.243566967167348)=5.863002356141806; dx=-1.2599675460284777E-7 evalInputDelta=-2.123415470123291E-7
New Minimum: 5.863002143800259 > 5.86300203204155
END: th(0.1243566967167348)=5.86300203204155; dx=-1.06184875982006E-7 evalInputDelta=1.1175870895385742E-7
Fitness changed from 5.863002143800259 to 5.86300203204155
Iteration 17 complete. Error: 5.86300203204155 Total: 27.8561; Orientation: 0.0229; Line Search: 25.5195
Adding measurement 35d8229f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.799e+02, gradient 5.436e-04, dot -0.352; [5aeb21a5-79da-428e-84fd-1a1825168acc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.86300203204155, 7.509400945156813, 7.802019080147147, 8.080932389944792
LBFGS Accumulation History: 3 points
Removed measurement 35d8229f to history. Total: 3
th(0)=5.86300203204155;dx=-1.3828298496725823E-7
Armijo: th(0.2679183813443075)=5.863002166152; dx=-1.3260844588435252E-7 evalInputDelta=-1.341104507446289E-7
New Minimum: 5.86300203204155 > 5.863001950085163
WOLFE (weak): th(0.13395919067215376)=5.863001950085163; dx=-1.2866172255947256E-7 evalInputDelta=8.195638656616211E-8
END: th(0.20093878600823062)=5.8630020171403885; dx=-1.1809691149297495E-7 evalInputDelta=1.4901161193847656E-8
Fitness changed from 5.86300203204155 to 5.863001950085163
Iteration 18 complete. Error: 5.863001950085163 Total: 11.9668; Orientation: 0.0241; Line Search: 9.5962
Adding measurement 3b91ed0e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.524e+02, gradient 5.464e-04, dot -0.341; [5aeb21a5-79da-428e-84fd-1a1825168acc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.863001950085163, 7.509400945156813, 7.802019080147147, 8.080932389944792
LBFGS Accumulation History: 3 points
Removed measurement 3b91ed0e to history. Total: 3
th(0)=5.863001950085163;dx=-1.5480036538891807E-7
New Minimum: 5.863001950085163 > 5.863001484423876
WOLFE (weak): th(0.4329094911490254)=5.863001484423876; dx=-1.5428101839844693E-7 evalInputDelta=4.6566128730773926E-7
END: th(0.8658189822980508)=5.8630015179514885; dx=-1.2019617628512402E-7 evalInputDelta=4.3213367462158203E-7
Fitness changed from 5.863001950085163 to 5.863001484423876
Iteration 19 complete. Error: 5.863001484423876 Total: 10.4092; Orientation: 0.0326; Line Search: 7.9790
Adding measurement 7a7a385b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.581e+02, gradient 5.115e-04, dot -0.334; [5aeb21a5-79da-428e-84fd-1a1825168acc = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.863001484423876, 7.509400945156813, 7.802019080147147, 8.080932389944792
LBFGS Accumulation History: 3 points
Removed measurement 7a7a385b to history. Total: 3
th(0)=5.863001484423876;dx=-1.1939527651851353E-7
New Minimum: 5.863001484423876 > 5.8630009070038795
WOLFE (weak): th(1.8653504507510221)=5.8630009070038795; dx=-1.3096833496231573E-7 evalInputDelta=5.774199962615967E-7
New Minimum: 5.8630009070038795 > 5.863000176846981
WOLFE (weak): th(3.7307009015020443)=5.863000176846981; dx=-1.3617116856035148E-7 evalInputDelta=1.3075768947601318E-6
New Minimum: 5.863000176846981 > 5.862997733056545
WOLFE (weak): th(11.192102704506134)=5.862997733056545; dx=-1.2717898284496745E-7 evalInputDelta=3.7513673305511475E-6
New Minimum: 5.862997733056545 > 5.862987361848354
WOLFE (weak): th(44.768410818024535)=5.862987361848354; dx=-1.3655686585822083E-7 evalInputDelta=1.4122575521469116E-5
New Minimum: 5.862987361848354 > 5.862931452691555
WOLFE (weak): th(223.84205409012267)=5.862931452691555; dx=-1.2814567993525353E-7 evalInputDelta=7.003173232078552E-5
New Minimum: 5.862931452691555 > 5.8625965267419815
WOLFE (weak): th(1343.052324540736)=5.8625965267419815; dx=-1.2256161590593862E-7 evalInputDelta=4.0495768189430237E-4
New Minimum: 5.8625965267419815 > 5.860568776726723
WOLFE (weak): th(9401.366271785151)=5.860568776726723; dx=-1.413722915854291E-7 evalInputDelta=0.0024327076971530914
New Minimum: 5.860568776726723 > 5.85047185048461
END: th(75210.93017428121)=5.85047185048461; dx=-8.843635206072085E-8 evalInputDelta=0.012529633939266205
Fitness changed from 5.863001484423876 to 5.85047185048461
Iteration 20 complete. Error: 5.85047185048461 Total: 23.2063; Orientation: 0.0234; Line Search: 20.8970
Final threshold in iteration 21: 5.85047185048461 (> -Infinity) after 240.136s (< 5400.000s)
