Reset training subject: 714415601686
Reset training subject: 716454139738
Adding measurement 13a8ea43 to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=18.208842277526855;dx=-1.8488466647003757E-5
New Minimum: 18.208842277526855 > 18.208778511732817
WOLFE (weak): th(2.154434690031884)=18.208778511732817; dx=-1.830292610411092E-5 evalInputDelta=6.376579403877258E-5
New Minimum: 18.208778511732817 > 18.208714585751295
WOLFE (weak): th(4.308869380063768)=18.208714585751295; dx=-1.829642172649098E-5 evalInputDelta=1.2769177556037903E-4
New Minimum: 18.208714585751295 > 18.208460733294487
WOLFE (weak): th(12.926608140191302)=18.208460733294487; dx=-1.8297910631129762E-5 evalInputDelta=3.8154423236846924E-4
New Minimum: 18.208460733294487 > 18.20731469243765
WOLFE (weak): th(51.70643256076521)=18.20731469243765; dx=-1.829136717320027E-5 evalInputDelta=0.0015275850892066956
New Minimum: 18.20731469243765 > 18.20120855048299
WOLFE (weak): th(258.53216280382605)=18.20120855048299; dx=-1.8412294055859184E-5 evalInputDelta=0.007633727043867111
New Minimum: 18.20120855048299 > 18.162865571677685
WOLFE (weak): th(1551.1929768229563)=18.162865571677685; dx=-1.8345477582589362E-5 evalInputDelta=0.045976705849170685
New Minimum: 18.162865571677685 > 17.891728907823563
WOLFE (weak): th(10858.350837760694)=17.891728907823563; dx=-1.7653831462264784E-5 evalInputDelta=0.31711336970329285
New Minimum: 17.891728907823563 > 16.061302356421947
END: th(86866.80670208555)=16.061302356421947; dx=-1.2121350240329563E-5 evalInputDelta=2.147539921104908
Fitness changed from 18.208842277526855 to 16.061302356421947
Iteration 1 complete. Error: 16.061302356421947 Total: 20.0159; Orientation: 0.0249; Line Search: 14.9614
Iteration 1
Adding measurement 61957b7e to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=16.061302356421947;dx=-1.093132329919605E-5
New Minimum: 16.061302356421947 > 13.434310033917427
END: th(187148.86177126726)=13.434310033917427; dx=-5.789882187363608E-6 evalInputDelta=2.6269923225045204
Fitness changed from 16.061302356421947 to 13.434310033917427
Iteration 2 complete. Error: 13.434310033917427 Total: 4.1875; Orientation: 0.0041; Line Search: 2.7972
Iteration 2
Adding measurement 2d860253 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=13.434310033917427;dx=-5.281193974887499E-6
New Minimum: 13.434310033917427 > 10.499907866120338
END: th(403200.00000000006)=10.499907866120338; dx=-2.872973522695821E-6 evalInputDelta=2.9344021677970886
Fitness changed from 13.434310033917427 to 10.499907866120338
Iteration 3 complete. Error: 10.499907866120338 Total: 4.2128; Orientation: 0.0044; Line Search: 2.6969
Iteration 3
Adding measurement 69c0ba05 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.889e+03, gradient 1.752e-03, dot -0.802; [a801b9ee-3fc3-4cee-a8f5-cf70c5b178d1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 10.499907866120338, 13.434310033917427, 16.061302356421947, 18.208842277526855
LBFGS Accumulation History: 3 points
Removed measurement 69c0ba05 to history. Total: 3
th(0)=10.499907866120338;dx=-2.9896100771187627E-6
New Minimum: 10.499907866120338 > 7.352495931088924
END: th(868668.0670208557)=7.352495931088924; dx=-1.2440854659162696E-6 evalInputDelta=3.147411935031414
Fitness changed from 10.499907866120338 to 7.352495931088924
Iteration 4 complete. Error: 7.352495931088924 Total: 4.6381; Orientation: 0.0563; Line Search: 2.6847
Iteration 4
Adding measurement 1f562edc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.666e+03, gradient 1.242e-03, dot -0.673; [a801b9ee-3fc3-4cee-a8f5-cf70c5b178d1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.352495931088924, 13.434310033917427, 16.061302356421947, 18.208842277526855
LBFGS Accumulation History: 3 points
Removed measurement 1f562edc to history. Total: 3
th(0)=7.352495931088924;dx=-1.5245491961668821E-6
New Minimum: 7.352495931088924 > 4.87850858271122
END: th(1871488.617712673)=4.87850858271122; dx=-3.722391578825162E-7 evalInputDelta=2.4739873483777046
Fitness changed from 7.352495931088924 to 4.87850858271122
Iteration 5 complete. Error: 4.87850858271122 Total: 4.0330; Orientation: 0.0419; Line Search: 2.7210
Iteration 5
Adding measurement 1430cb16 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.185e+03, gradient 1.088e-03, dot -0.430; [a801b9ee-3fc3-4cee-a8f5-cf70c5b178d1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.87850858271122, 13.434310033917427, 16.061302356421947, 18.208842277526855
LBFGS Accumulation History: 3 points
Removed measurement 1430cb16 to history. Total: 3
th(0)=4.87850858271122;dx=-1.1626537154654391E-6
New Minimum: 4.87850858271122 > 4.586491972208023
WOLF (strong): th(4032000.0000000014)=4.586491972208023; dx=1.9894950530579996E-7 evalInputDelta=0.2920166105031967
New Minimum: 4.586491972208023 > 3.8079149276018143
END: th(2016000.0000000007)=3.8079149276018143; dx=-3.5276969558534365E-8 evalInputDelta=1.0705936551094055
Fitness changed from 4.87850858271122 to 3.8079149276018143
Iteration 6 complete. Error: 3.8079149276018143 Total: 5.4786; Orientation: 0.0373; Line Search: 4.1052
Adding measurement 156f6d3a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.422e+03, gradient 1.280e-03, dot -0.342; [a801b9ee-3fc3-4cee-a8f5-cf70c5b178d1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.8079149276018143, 13.434310033917427, 16.061302356421947, 18.208842277526855
LBFGS Accumulation History: 3 points
Removed measurement 156f6d3a to history. Total: 3
th(0)=3.8079149276018143;dx=-1.5968704161261763E-6
Armijo: th(4343340.335104279)=6.389600306749344; dx=8.128160399669443E-7 evalInputDelta=-2.5816853791475296
New Minimum: 3.8079149276018143 > 3.6115630716085434
WOLF (strong): th(2171670.1675521396)=3.6115630716085434; dx=3.665546484230471E-7 evalInputDelta=0.19635185599327087
New Minimum: 3.6115630716085434 > 3.045742243528366
END: th(723890.0558507132)=3.045742243528366; dx=-1.5639681127018596E-7 evalInputDelta=0.7621726840734482
Fitness changed from 3.8079149276018143 to 3.045742243528366
Iteration 7 complete. Error: 3.045742243528366 Total: 7.3908; Orientation: 0.0395; Line Search: 5.4424
Adding measurement 7d5ba684 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.241e+03, gradient 8.687e-04, dot -0.384; [a801b9ee-3fc3-4cee-a8f5-cf70c5b178d1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.045742243528366, 13.434310033917427, 16.061302356421947, 18.208842277526855
LBFGS Accumulation History: 3 points
Removed measurement 7d5ba684 to history. Total: 3
th(0)=3.045742243528366;dx=-7.467829726749338E-7
New Minimum: 3.045742243528366 > 2.8428915143013
WOLF (strong): th(1559573.8480938943)=2.8428915143013; dx=2.0512670818680428E-7 evalInputDelta=0.20285072922706604
New Minimum: 2.8428915143013 > 2.6430556774139404
END: th(779786.9240469472)=2.6430556774139404; dx=-7.339772794540862E-8 evalInputDelta=0.40268656611442566
Fitness changed from 3.045742243528366 to 2.6430556774139404
Iteration 8 complete. Error: 2.6430556774139404 Total: 5.3091; Orientation: 0.0364; Line Search: 4.0143
Adding measurement 1cfd6956 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.385e+03, gradient 8.448e-04, dot -0.396; [a801b9ee-3fc3-4cee-a8f5-cf70c5b178d1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.6430556774139404, 13.434310033917427, 16.061302356421947, 18.208842277526855
LBFGS Accumulation History: 3 points
Removed measurement 1cfd6956 to history. Total: 3
th(0)=2.6430556774139404;dx=-6.998724538445883E-7
Armijo: th(1680000.0000000007)=2.7097724080085754; dx=2.2025027937130122E-7 evalInputDelta=-0.06671673059463501
New Minimum: 2.6430556774139404 > 2.412733241915703
END: th(840000.0000000003)=2.412733241915703; dx=-1.5170307196380663E-8 evalInputDelta=0.2303224354982376
Fitness changed from 2.6430556774139404 to 2.412733241915703
Iteration 9 complete. Error: 2.412733241915703 Total: 5.6980; Orientation: 0.1153; Line Search: 3.7629
Adding measurement 6f0e6654 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.193e+03, gradient 7.847e-04, dot -0.369; [a801b9ee-3fc3-4cee-a8f5-cf70c5b178d1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.412733241915703, 13.434310033917427, 16.061302356421947, 18.208842277526855
LBFGS Accumulation History: 3 points
Removed measurement 6f0e6654 to history. Total: 3
th(0)=2.412733241915703;dx=-5.943599561936255E-7
Armijo: th(1809725.139626783)=2.5352328196167946; dx=3.219726329670036E-7 evalInputDelta=-0.12249957770109177
New Minimum: 2.412733241915703 > 2.1286765709519386
WOLF (strong): th(904862.5698133915)=2.1286765709519386; dx=8.027107243073202E-8 evalInputDelta=0.2840566709637642
END: th(301620.8566044638)=2.1940800547599792; dx=-3.167343177319368E-7 evalInputDelta=0.21865318715572357
Fitness changed from 2.412733241915703 to 2.1286765709519386
Iteration 10 complete. Error: 2.1286765709519386 Total: 6.6025; Orientation: 0.0387; Line Search: 5.4188
Iteration 10
Adding measurement 50bd99c3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.365e+03, gradient 8.520e-04, dot -0.359; [a801b9ee-3fc3-4cee-a8f5-cf70c5b178d1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.1286765709519386, 13.434310033917427, 16.061302356421947, 18.208842277526855
LBFGS Accumulation History: 3 points
Removed measurement 50bd99c3 to history. Total: 3
th(0)=2.1286765709519386;dx=-6.925370842959493E-7
New Minimum: 2.1286765709519386 > 1.90830796957016
END: th(649822.4367057893)=1.90830796957016; dx=-1.689862267541986E-8 evalInputDelta=0.22036860138177872
Fitness changed from 2.1286765709519386 to 1.90830796957016
Iteration 11 complete. Error: 1.90830796957016 Total: 5.0412; Orientation: 0.0363; Line Search: 3.7363
Adding measurement 29780777 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.242e+03, gradient 5.919e-04, dot -0.429; [a801b9ee-3fc3-4cee-a8f5-cf70c5b178d1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.90830796957016, 13.434310033917427, 16.061302356421947, 18.208842277526855
LBFGS Accumulation History: 3 points
Removed measurement 29780777 to history. Total: 3
th(0)=1.90830796957016;dx=-3.4258288475647683E-7
New Minimum: 1.90830796957016 > 1.753555104136467
WOLF (strong): th(1400000.0000000007)=1.753555104136467; dx=6.071248050336856E-8 evalInputDelta=0.15475286543369293
New Minimum: 1.753555104136467 > 1.7079532593488693
END: th(700000.0000000003)=1.7079532593488693; dx=-1.0199024470230989E-7 evalInputDelta=0.2003547102212906
Fitness changed from 1.90830796957016 to 1.7079532593488693
Iteration 12 complete. Error: 1.7079532593488693 Total: 5.6108; Orientation: 0.0398; Line Search: 4.2180
Adding measurement 301fdb1b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.319e+03, gradient 5.596e-04, dot -0.450; [a801b9ee-3fc3-4cee-a8f5-cf70c5b178d1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.7079532593488693, 13.434310033917427, 16.061302356421947, 18.208842277526855
LBFGS Accumulation History: 3 points
Removed measurement 301fdb1b to history. Total: 3
th(0)=1.7079532593488693;dx=-3.053615469424464E-7
New Minimum: 1.7079532593488693 > 1.5749340653419495
END: th(1508104.2830223194)=1.5749340653419495; dx=-1.368861394669188E-8 evalInputDelta=0.13301919400691986
Fitness changed from 1.7079532593488693 to 1.5749340653419495
Iteration 13 complete. Error: 1.5749340653419495 Total: 3.8801; Orientation: 0.0362; Line Search: 2.5890
Adding measurement 75fb3877 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.132e+03, gradient 6.986e-04, dot -0.329; [a801b9ee-3fc3-4cee-a8f5-cf70c5b178d1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.5749340653419495, 13.434310033917427, 16.061302356421947, 18.208842277526855
LBFGS Accumulation History: 3 points
Removed measurement 75fb3877 to history. Total: 3
th(0)=1.5749340653419495;dx=-4.810630568469177E-7
Armijo: th(3249112.183528947)=3.1078599467873573; dx=4.2674600408470826E-7 evalInputDelta=-1.5329258814454079
Armijo: th(1624556.0917644736)=1.8010166510939598; dx=3.590966337943467E-7 evalInputDelta=-0.22608258575201035
New Minimum: 1.5749340653419495 > 1.3665931671857834
END: th(541518.6972548246)=1.3665931671857834; dx=-4.91290442752877E-8 evalInputDelta=0.20834089815616608
Fitness changed from 1.5749340653419495 to 1.3665931671857834
Iteration 14 complete. Error: 1.3665931671857834 Total: 7.1943; Orientation: 0.0379; Line Search: 5.7193
Adding measurement 39ff8b0b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.359e+03, gradient 5.092e-04, dot -0.453; [a801b9ee-3fc3-4cee-a8f5-cf70c5b178d1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.3665931671857834, 13.434310033917427, 16.061302356421947, 18.208842277526855
LBFGS Accumulation History: 3 points
Removed measurement 39ff8b0b to history. Total: 3
th(0)=1.3665931671857834;dx=-2.498324259761005E-7
New Minimum: 1.3665931671857834 > 1.2433390319347382
END: th(1166666.6666666674)=1.2433390319347382; dx=-5.057183576202305E-8 evalInputDelta=0.12325413525104523
Fitness changed from 1.3665931671857834 to 1.2433390319347382
Iteration 15 complete. Error: 1.2433390319347382 Total: 4.1305; Orientation: 0.0764; Line Search: 2.7112
Iteration 15
Adding measurement 50fcc5c8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.069e+03, gradient 5.307e-04, dot -0.362; [a801b9ee-3fc3-4cee-a8f5-cf70c5b178d1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.2433390319347382, 13.434310033917427, 16.061302356421947, 18.208842277526855
LBFGS Accumulation History: 3 points
Removed measurement 50fcc5c8 to history. Total: 3
th(0)=1.2433390319347382;dx=-2.733799517606639E-7
Armijo: th(2513507.138370533)=1.5951682925224304; dx=1.9874895195160944E-7 evalInputDelta=-0.35182926058769226
New Minimum: 1.2433390319347382 > 1.1867419257760048
WOLF (strong): th(1256753.5691852665)=1.1867419257760048; dx=9.014212839967882E-8 evalInputDelta=0.05659710615873337
New Minimum: 1.1867419257760048 > 1.1329674869775772
END: th(418917.85639508883)=1.1329674869775772; dx=-1.1287453603489852E-7 evalInputDelta=0.11037154495716095
Fitness changed from 1.2433390319347382 to 1.1329674869775772
Iteration 16 complete. Error: 1.1329674869775772 Total: 6.8227; Orientation: 0.1142; Line Search: 5.4085
Adding measurement 3673b71 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.216e+03, gradient 4.159e-04, dot -0.469; [a801b9ee-3fc3-4cee-a8f5-cf70c5b178d1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.1329674869775772, 13.434310033917427, 16.061302356421947, 18.208842277526855
LBFGS Accumulation History: 3 points
Removed measurement 3673b71 to history. Total: 3
th(0)=1.1329674869775772;dx=-1.644253138369004E-7
New Minimum: 1.1329674869775772 > 1.0262096971273422
END: th(902531.1620913744)=1.0262096971273422; dx=-9.942659203557019E-8 evalInputDelta=0.10675778985023499
Fitness changed from 1.1329674869775772 to 1.0262096971273422
Iteration 17 complete. Error: 1.0262096971273422 Total: 3.9877; Orientation: 0.0360; Line Search: 2.7179
Adding measurement ede7baf to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.178e+03, gradient 3.896e-04, dot -0.469; [a801b9ee-3fc3-4cee-a8f5-cf70c5b178d1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.0262096971273422, 13.434310033917427, 16.061302356421947, 18.208842277526855
LBFGS Accumulation History: 3 points
Removed measurement ede7baf to history. Total: 3
th(0)=1.0262096971273422;dx=-1.4637272944151614E-7
New Minimum: 1.0262096971273422 > 0.8828126639127731
END: th(1944444.4444444461)=0.8828126639127731; dx=-5.4410480942919575E-8 evalInputDelta=0.1433970332145691
Fitness changed from 1.0262096971273422 to 0.8828126639127731
Iteration 18 complete. Error: 0.8828126639127731 Total: 5.0549; Orientation: 0.1227; Line Search: 2.5763
Adding measurement 244eb1fd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.333e+03, gradient 5.476e-04, dot -0.364; [a801b9ee-3fc3-4cee-a8f5-cf70c5b178d1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.8828126639127731, 13.434310033917427, 16.061302356421947, 18.208842277526855
LBFGS Accumulation History: 3 points
Removed measurement 244eb1fd to history. Total: 3
th(0)=0.8828126639127731;dx=-2.9178104456581627E-7
Armijo: th(4189178.563950889)=2.083586797118187; dx=2.4252249711621396E-7 evalInputDelta=-1.2007741332054138
Armijo: th(2094589.2819754444)=1.141405150294304; dx=1.47376587912054E-7 evalInputDelta=-0.25859248638153076
New Minimum: 0.8828126639127731 > 0.8170005232095718
END: th(698196.4273251481)=0.8170005232095718; dx=-1.2122273780288907E-8 evalInputDelta=0.0658121407032013
Fitness changed from 0.8828126639127731 to 0.8170005232095718
Iteration 19 complete. Error: 0.8170005232095718 Total: 7.1251; Orientation: 0.0888; Line Search: 5.7468
Adding measurement 1537bfa3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.057e+03, gradient 4.607e-04, dot -0.352; [a801b9ee-3fc3-4cee-a8f5-cf70c5b178d1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.8170005232095718, 13.434310033917427, 16.061302356421947, 18.208842277526855
LBFGS Accumulation History: 3 points
Removed measurement 1537bfa3 to history. Total: 3
th(0)=0.8170005232095718;dx=-2.0702999905326336E-7
Armijo: th(1504218.6034856243)=0.8416973501443863; dx=9.830985009983996E-8 evalInputDelta=-0.024696826934814453
New Minimum: 0.8170005232095718 > 0.7376638948917389
END: th(752109.3017428122)=0.7376638948917389; dx=-2.542767591401256E-10 evalInputDelta=0.07933662831783295
Fitness changed from 0.8170005232095718 to 0.7376638948917389
Iteration 20 complete. Error: 0.7376638948917389 Total: 5.2361; Orientation: 0.1126; Line Search: 3.8300
Iteration 20
Final threshold in iteration 21: 0.7376638948917389 (> -Infinity) after 121.652s (< 3600.000s)