Reset training subject: 378324567237300
Reset training subject: 378331805451500
Adding measurement 1fda36ce to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=9.233807027805597;dx=-2.5823661351668626E-6
New Minimum: 9.233807027805597 > 9.23380372999236
WOLFE (weak): th(2.154434690031884)=9.23380372999236; dx=-2.590663261917545E-6 evalInputDelta=3.2978132367134094E-6
New Minimum: 9.23380372999236 > 9.23380042007193
WOLFE (weak): th(4.308869380063768)=9.23380042007193; dx=-2.591513907021881E-6 evalInputDelta=6.60773366689682E-6
New Minimum: 9.23380042007193 > 9.233787500765175
WOLFE (weak): th(12.926608140191302)=9.233787500765175; dx=-2.5923434449232958E-6 evalInputDelta=1.9527040421962738E-5
New Minimum: 9.233787500765175 > 9.23372934712097
WOLFE (weak): th(51.70643256076521)=9.23372934712097; dx=-2.58616048169825E-6 evalInputDelta=7.768068462610245E-5
New Minimum: 9.23372934712097 > 9.233418146613985
WOLFE (weak): th(258.53216280382605)=9.233418146613985; dx=-2.592398255364831E-6 evalInputDelta=3.8888119161129E-4
New Minimum: 9.233418146613985 > 9.231457421090454
WOLFE (weak): th(1551.1929768229563)=9.231457421090454; dx=-2.6056043601500737E-6 evalInputDelta=0.002349606715142727
New Minimum: 9.231457421090454 > 9.216526958160102
WOLFE (weak): th(10858.350837760694)=9.216526958160102; dx=-2.7768911893341568E-6 evalInputDelta=0.017280069645494223
New Minimum: 9.216526958160102 > 9.05256103631109
WOLFE (weak): th(86866.80670208555)=9.05256103631109; dx=-3.4685272670298992E-6 evalInputDelta=0.1812459914945066
New Minimum: 9.05256103631109 > 7.522443497553468
END: th(781801.26031877)=7.522443497553468; dx=-1.9588793620469035E-6 evalInputDelta=1.7113635302521288
Fitness changed from 9.233807027805597 to 7.522443497553468
Iteration 1 complete. Error: 7.522443497553468 Total: 92.9175; Orientation: 0.0040; Line Search: 71.3040
Adding measurement 25c78878 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=7.522443497553468;dx=-8.419972194871236E-6
New Minimum: 7.522443497553468 > 4.183644957840443
END: th(1684339.7559414052)=4.183644957840443; dx=-1.6517901223527811E-6 evalInputDelta=3.338798539713025
Fitness changed from 7.522443497553468 to 4.183644957840443
Iteration 2 complete. Error: 4.183644957840443 Total: 21.1383; Orientation: 0.0022; Line Search: 14.2172
Adding measurement 64eed24f to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=4.183644957840443;dx=-3.3048890447927406E-6
New Minimum: 4.183644957840443 > 1.2410440221428871
END: th(3628800.0)=1.2410440221428871; dx=-3.004240888722049E-7 evalInputDelta=2.9426009356975555
Fitness changed from 4.183644957840443 to 1.2410440221428871
Iteration 3 complete. Error: 1.2410440221428871 Total: 20.9922; Orientation: 0.0020; Line Search: 14.0332
Adding measurement 469d8df4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.271e+04, gradient 1.116e-03, dot -0.084; [2a9de37a-c2d3-442f-aa47-1117a04b5366 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.2410440221428871, 4.183644957840443, 7.522443497553468, 9.233807027805597
LBFGS Accumulation History: 3 points
Removed measurement 469d8df4 to history. Total: 3
th(0)=1.2410440221428871;dx=-1.2427198118982487E-6
New Minimum: 1.2410440221428871 > 1.1559652537107468
END: th(7818012.6031877)=1.1559652537107468; dx=-7.40578903575816E-8 evalInputDelta=0.08507876843214035
Fitness changed from 1.2410440221428871 to 1.1559652537107468
Iteration 4 complete. Error: 1.1559652537107468 Total: 21.2864; Orientation: 0.0338; Line Search: 14.1002
Adding measurement 1bd1cd84 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.929e+04, gradient 1.078e-03, dot -0.120; [2a9de37a-c2d3-442f-aa47-1117a04b5366 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.1559652537107468, 4.183644957840443, 7.522443497553468, 9.233807027805597
LBFGS Accumulation History: 3 points
Removed measurement 1bd1cd84 to history. Total: 3
th(0)=1.1559652537107468;dx=-1.1587686933965944E-6
Armijo: th(1.684339755941405E7)=4.542484261095524; dx=2.3584629950936525E-7 evalInputDelta=-3.386519007384777
New Minimum: 1.1559652537107468 > 0.8491137698292732
END: th(8421698.779707026)=0.8491137698292732; dx=-8.074437688766083E-8 evalInputDelta=0.30685148388147354
Fitness changed from 1.1559652537107468 to 0.8491137698292732
Iteration 5 complete. Error: 0.8491137698292732 Total: 28.3682; Orientation: 0.0344; Line Search: 21.3326
Adding measurement 168f025c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.475e+04, gradient 8.511e-04, dot -0.119; [2a9de37a-c2d3-442f-aa47-1117a04b5366 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.8491137698292732, 4.183644957840443, 7.522443497553468, 9.233807027805597
LBFGS Accumulation History: 3 points
Removed measurement 168f025c to history. Total: 3
th(0)=0.8491137698292732;dx=-7.2324945104369E-7
Armijo: th(1.8144E7)=8.641870811581612; dx=7.567137020116664E-7 evalInputDelta=-7.792757041752338
Armijo: th(9072000.0)=1.268238142132759; dx=7.489484707241615E-8 evalInputDelta=-0.41912437230348587
New Minimum: 0.8491137698292732 > 0.2957327589392662
END: th(3024000.0)=0.2957327589392662; dx=-3.6969894817849253E-7 evalInputDelta=0.553381010890007
Fitness changed from 0.8491137698292732 to 0.2957327589392662
Iteration 6 complete. Error: 0.2957327589392662 Total: 36.4019; Orientation: 0.0342; Line Search: 28.3233
Adding measurement 27554004 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.563e+03, gradient 6.280e-04, dot -0.111; [2a9de37a-c2d3-442f-aa47-1117a04b5366 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.2957327589392662, 4.183644957840443, 7.522443497553468, 9.233807027805597
LBFGS Accumulation History: 3 points
Removed measurement 27554004 to history. Total: 3
th(0)=0.2957327589392662;dx=-3.9340680552988627E-7
New Minimum: 0.2957327589392662 > -0.04107378050684929
END: th(6515010.502656417)=-0.04107378050684929; dx=-1.947725001031716E-7 evalInputDelta=0.3368065394461155
Fitness changed from 0.2957327589392662 to -0.04107378050684929
Iteration 7 complete. Error: -0.04107378050684929 Total: 21.3604; Orientation: 0.0338; Line Search: 14.2937
Adding measurement 4be3ad49 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.272e+03, gradient 6.164e-04, dot -0.190; [2a9de37a-c2d3-442f-aa47-1117a04b5366 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.04107378050684929, 4.183644957840443, 7.522443497553468, 9.233807027805597
LBFGS Accumulation History: 3 points
Removed measurement 4be3ad49 to history. Total: 3
th(0)=-0.04107378050684929;dx=-3.788973636572101E-7
Armijo: th(1.4036164632845046E7)=0.3544221967458725; dx=-5.143538717550333E-8 evalInputDelta=-0.3954959772527218
New Minimum: -0.04107378050684929 > -0.27795688062906265
END: th(7018082.316422523)=-0.27795688062906265; dx=-1.3667461174483891E-7 evalInputDelta=0.23688310012221336
Fitness changed from -0.04107378050684929 to -0.27795688062906265
Iteration 8 complete. Error: -0.27795688062906265 Total: 28.5071; Orientation: 0.0341; Line Search: 21.4205
Adding measurement 5c0984a4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.896e+03, gradient 5.242e-04, dot -0.142; [2a9de37a-c2d3-442f-aa47-1117a04b5366 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.27795688062906265, 4.183644957840443, 7.522443497553468, 9.233807027805597
LBFGS Accumulation History: 3 points
Removed measurement 5c0984a4 to history. Total: 3
th(0)=-0.27795688062906265;dx=-2.7421540921201727E-7
Armijo: th(1.5120000000000004E7)=0.7070514038205147; dx=5.5153647899776745E-8 evalInputDelta=-0.9850082844495773
New Minimum: -0.27795688062906265 > -0.3935105428099632
END: th(7560000.000000002)=-0.3935105428099632; dx=-7.763817296784961E-8 evalInputDelta=0.11555366218090057
Fitness changed from -0.27795688062906265 to -0.3935105428099632
Iteration 9 complete. Error: -0.3935105428099632 Total: 28.3407; Orientation: 0.0342; Line Search: 21.2264
Adding measurement 19e4fefb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.144e+03, gradient 7.382e-04, dot -0.105; [2a9de37a-c2d3-442f-aa47-1117a04b5366 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.3935105428099632, 4.183644957840443, 7.522443497553468, 9.233807027805597
LBFGS Accumulation History: 3 points
Removed measurement 19e4fefb to history. Total: 3
th(0)=-0.3935105428099632;dx=-5.435796948102811E-7
Armijo: th(1.6287526256641045E7)=2.4119812548160553; dx=1.4308808495148675E-7 evalInputDelta=-2.8054917976260185
Armijo: th(8143763.128320523)=0.16297640651464462; dx=8.788611097250448E-8 evalInputDelta=-0.5564869493246078
New Minimum: -0.3935105428099632 > -0.5733402371406555
END: th(2714587.709440174)=-0.5733402371406555; dx=-1.3538740040088676E-7 evalInputDelta=0.1798296943306923
Fitness changed from -0.3935105428099632 to -0.5733402371406555
Iteration 10 complete. Error: -0.5733402371406555 Total: 36.2277; Orientation: 0.0344; Line Search: 29.1293
Adding measurement 1c935056 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.398e+03, gradient 4.520e-04, dot -0.168; [2a9de37a-c2d3-442f-aa47-1117a04b5366 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.5733402371406555, 4.183644957840443, 7.522443497553468, 9.233807027805597
LBFGS Accumulation History: 3 points
Removed measurement 1c935056 to history. Total: 3
th(0)=-0.5733402371406555;dx=-2.0360784367963443E-7
New Minimum: -0.5733402371406555 > -0.7070305943489075
END: th(5848401.930352103)=-0.7070305943489075; dx=-9.738928196326874E-8 evalInputDelta=0.13369035720825195
Fitness changed from -0.5733402371406555 to -0.7070305943489075
Iteration 11 complete. Error: -0.7070305943489075 Total: 21.2833; Orientation: 0.0358; Line Search: 14.0455
Adding measurement 5f7a46bf to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.803e+03, gradient 5.388e-04, dot -0.135; [2a9de37a-c2d3-442f-aa47-1117a04b5366 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.7070305943489075, 4.183644957840443, 7.522443497553468, 9.233807027805597
LBFGS Accumulation History: 3 points
Removed measurement 5f7a46bf to history. Total: 3
th(0)=-0.7070305943489075;dx=-2.894415063929209E-7
Armijo: th(1.2600000000000004E7)=0.18128462880849838; dx=4.148913867036343E-8 evalInputDelta=-0.8883152231574059
Armijo: th(6300000.000000002)=-0.5985761880874634; dx=-2.280317625263934E-8 evalInputDelta=-0.10845440626144409
New Minimum: -0.7070305943489075 > -0.7787691354751587
END: th(2100000.0000000005)=-0.7787691354751587; dx=-1.574740411923591E-7 evalInputDelta=0.07173854112625122
Fitness changed from -0.7070305943489075 to -0.7787691354751587
Iteration 12 complete. Error: -0.7787691354751587 Total: 35.3391; Orientation: 0.0360; Line Search: 28.1602
Adding measurement 3894f32f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.776e+03, gradient 4.049e-04, dot -0.186; [2a9de37a-c2d3-442f-aa47-1117a04b5366 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.7787691354751587, 4.183644957840443, 7.522443497553468, 9.233807027805597
LBFGS Accumulation History: 3 points
Removed measurement 3894f32f to history. Total: 3
th(0)=-0.7787691354751587;dx=-1.633617665222416E-7
New Minimum: -0.7787691354751587 > -0.8631313256919384
END: th(4524312.849066957)=-0.8631313256919384; dx=-1.200992932105634E-7 evalInputDelta=0.08436219021677971
Fitness changed from -0.7787691354751587 to -0.8631313256919384
Iteration 13 complete. Error: -0.8631313256919384 Total: 21.2005; Orientation: 0.0356; Line Search: 14.2073
Adding measurement 7dec5655 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.214e+03, gradient 3.998e-04, dot -0.183; [2a9de37a-c2d3-442f-aa47-1117a04b5366 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.8631313256919384, 4.183644957840443, 7.522443497553468, 9.233807027805597
LBFGS Accumulation History: 3 points
Removed measurement 7dec5655 to history. Total: 3
th(0)=-0.8631313256919384;dx=-1.5907185165735387E-7
Armijo: th(9747336.550586838)=-0.8547706976532936; dx=-7.975972954867093E-8 evalInputDelta=-0.00836062803864479
New Minimum: -0.8631313256919384 > -0.9240583628416061
END: th(4873668.275293419)=-0.9240583628416061; dx=-1.0763822187831576E-7 evalInputDelta=0.06092703714966774
Fitness changed from -0.8631313256919384 to -0.9240583628416061
Iteration 14 complete. Error: -0.9240583628416061 Total: 28.5907; Orientation: 0.0355; Line Search: 21.5891
Adding measurement 248d9703 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.843e+03, gradient 3.859e-04, dot -0.191; [2a9de37a-c2d3-442f-aa47-1117a04b5366 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.9240583628416061, 4.183644957840443, 7.522443497553468, 9.233807027805597
LBFGS Accumulation History: 3 points
Removed measurement 248d9703 to history. Total: 3
th(0)=-0.9240583628416061;dx=-1.4827563415648904E-7
Armijo: th(1.0500000000000004E7)=-0.9154795408248901; dx=-7.022502880093751E-8 evalInputDelta=-0.008578822016716003
New Minimum: -0.9240583628416061 > -0.995680071413517
END: th(5250000.000000002)=-0.995680071413517; dx=-9.72525362770209E-8 evalInputDelta=0.07162170857191086
Fitness changed from -0.9240583628416061 to -0.995680071413517
Iteration 15 complete. Error: -0.995680071413517 Total: 28.4706; Orientation: 0.0364; Line Search: 21.0805
Adding measurement 65296498 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.778e+03, gradient 3.961e-04, dot -0.182; [2a9de37a-c2d3-442f-aa47-1117a04b5366 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.995680071413517, 4.183644957840443, 7.522443497553468, 9.233807027805597
LBFGS Accumulation History: 3 points
Removed measurement 65296498 to history. Total: 3
th(0)=-0.995680071413517;dx=-1.5644656347733626E-7
Armijo: th(1.1310782122667395E7)=-0.8487703129649162; dx=-5.3318011048669827E-8 evalInputDelta=-0.14690975844860077
New Minimum: -0.995680071413517 > -1.0221512019634247
END: th(5655391.061333697)=-1.0221512019634247; dx=-8.404238919436995E-8 evalInputDelta=0.026471130549907684
Fitness changed from -0.995680071413517 to -1.0221512019634247
Iteration 16 complete. Error: -1.0221512019634247 Total: 28.1581; Orientation: 0.0387; Line Search: 20.9489
Adding measurement 6918b287 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.004e+03, gradient 3.883e-04, dot -0.184; [2a9de37a-c2d3-442f-aa47-1117a04b5366 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.0221512019634247, 4.183644957840443, 7.522443497553468, 9.233807027805597
LBFGS Accumulation History: 3 points
Removed measurement 6918b287 to history. Total: 3
th(0)=-1.0221512019634247;dx=-1.5002756743367998E-7
Armijo: th(1.218417068823355E7)=-0.8471565917134285; dx=-3.2503253251517E-8 evalInputDelta=-0.17499461024999619
New Minimum: -1.0221512019634247 > -1.0823650136590004
END: th(6092085.344116775)=-1.0823650136590004; dx=-7.176462730947524E-8 evalInputDelta=0.060213811695575714
Fitness changed from -1.0221512019634247 to -1.0823650136590004
Iteration 17 complete. Error: -1.0823650136590004 Total: 27.9837; Orientation: 0.0351; Line Search: 20.9577
Adding measurement 51287832 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.514e+03, gradient 4.110e-04, dot -0.167; [2a9de37a-c2d3-442f-aa47-1117a04b5366 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.0823650136590004, 4.183644957840443, 7.522443497553468, 9.233807027805597
LBFGS Accumulation History: 3 points
Removed measurement 51287832 to history. Total: 3
th(0)=-1.0823650136590004;dx=-1.6798337697767133E-7
Armijo: th(1.3125000000000007E7)=-0.6974516659975052; dx=-1.0709937068660965E-8 evalInputDelta=-0.3849133476614952
Armijo: th(6562500.000000004)=-1.0614473447203636; dx=-5.2078547947213596E-8 evalInputDelta=-0.02091766893863678
New Minimum: -1.0823650136590004 > -1.1248349249362946
END: th(2187500.0000000014)=-1.1248349249362946; dx=-1.156144184674579E-7 evalInputDelta=0.04246991127729416
Fitness changed from -1.0823650136590004 to -1.1248349249362946
Iteration 18 complete. Error: -1.1248349249362946 Total: 35.9203; Orientation: 0.0354; Line Search: 28.8768
Adding measurement 47a2cce3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.634e+03, gradient 3.520e-04, dot -0.202; [2a9de37a-c2d3-442f-aa47-1117a04b5366 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.1248349249362946, 4.183644957840443, 7.522443497553468, 9.233807027805597
LBFGS Accumulation History: 3 points
Removed measurement 47a2cce3 to history. Total: 3
th(0)=-1.1248349249362946;dx=-1.232420370551086E-7
New Minimum: -1.1248349249362946 > -1.1561742797493935
END: th(4712825.884444749)=-1.1561742797493935; dx=-8.32358858841449E-8 evalInputDelta=0.03133935481309891
Fitness changed from -1.1248349249362946 to -1.1561742797493935
Iteration 19 complete. Error: -1.1561742797493935 Total: 21.2524; Orientation: 0.0384; Line Search: 14.1951
Adding measurement 434942eb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.174e+03, gradient 3.542e-04, dot -0.199; [2a9de37a-c2d3-442f-aa47-1117a04b5366 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.1561742797493935, 4.183644957840443, 7.522443497553468, 9.233807027805597
LBFGS Accumulation History: 3 points
Removed measurement 434942eb to history. Total: 3
th(0)=-1.1561742797493935;dx=-1.2492997303853193E-7
Armijo: th(1.0153475573527962E7)=-1.087753526866436; dx=-4.9457408559439654E-8 evalInputDelta=-0.06842075288295746
New Minimum: -1.1561742797493935 > -1.1805668994784355
END: th(5076737.786763981)=-1.1805668994784355; dx=-7.33562710219549E-8 evalInputDelta=0.024392619729042053
Fitness changed from -1.1561742797493935 to -1.1805668994784355
Iteration 20 complete. Error: -1.1805668994784355 Total: 28.3731; Orientation: 0.0368; Line Search: 20.9571
Final threshold in iteration 21: -1.1805668994784355 (> -Infinity) after 612.111s (< 5400.000s)
