Reset training subject: 11799242308169
Reset training subject: 11822774185521
Adding measurement 70176d06 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=15.482689820230007;dx=-2.8131368764607E-4
New Minimum: 15.482689820230007 > 15.482042100280523
WOLFE (weak): th(2.154434690031884)=15.482042100280523; dx=-2.8114619293926154E-4 evalInputDelta=6.477199494838715E-4
New Minimum: 15.482042100280523 > 15.481395486742258
WOLFE (weak): th(4.308869380063768)=15.481395486742258; dx=-2.8048607729948684E-4 evalInputDelta=0.0012943334877490997
New Minimum: 15.481395486742258 > 15.478809915482998
WOLFE (weak): th(12.926608140191302)=15.478809915482998; dx=-2.8021257578341444E-4 evalInputDelta=0.0038799047470092773
New Minimum: 15.478809915482998 > 15.467184960842133
WOLFE (weak): th(51.70643256076521)=15.467184960842133; dx=-2.8052396069733036E-4 evalInputDelta=0.015504859387874603
New Minimum: 15.467184960842133 > 15.405574463307858
WOLFE (weak): th(258.53216280382605)=15.405574463307858; dx=-2.773624600549687E-4 evalInputDelta=0.07711535692214966
New Minimum: 15.405574463307858 > 15.035401728004217
WOLFE (weak): th(1551.1929768229563)=15.035401728004217; dx=-2.590820794159526E-4 evalInputDelta=0.44728809222579
New Minimum: 15.035401728004217 > 13.038335405290127
END: th(10858.350837760694)=13.038335405290127; dx=-1.504449664192084E-4 evalInputDelta=2.4443544149398804
Fitness changed from 15.482689820230007 to 13.038335405290127
Iteration 1 complete. Error: 13.038335405290127 Total: 257.9442; Orientation: 0.0312; Line Search: 187.2887
Adding measurement 2646ce71 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=13.038335405290127;dx=-1.1675153720491097E-4
New Minimum: 13.038335405290127 > 10.839069306850433
END: th(23393.607721408407)=10.839069306850433; dx=-6.254499264862087E-5 evalInputDelta=2.1992660984396935
Fitness changed from 13.038335405290127 to 10.839069306850433
Iteration 2 complete. Error: 10.839069306850433 Total: 70.4897; Orientation: 0.0307; Line Search: 46.7894
Adding measurement 7d1cd8df to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=10.839069306850433;dx=-5.3715545670697995E-5
New Minimum: 10.839069306850433 > 8.85263716429472
END: th(50400.00000000001)=8.85263716429472; dx=-2.351083595735916E-5 evalInputDelta=1.9864321425557137
Fitness changed from 10.839069306850433 to 8.85263716429472
Iteration 3 complete. Error: 8.85263716429472 Total: 70.5469; Orientation: 0.0311; Line Search: 46.8807
Adding measurement 69a983cc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.944e+02, gradient 5.084e-03, dot -0.796; [23f92514-3dbc-4826-914a-127ffb4e1e3a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 8.85263716429472, 10.839069306850433, 13.038335405290127, 15.482689820230007
LBFGS Accumulation History: 3 points
Removed measurement 69a983cc to history. Total: 3
th(0)=8.85263716429472;dx=-2.5812701419080352E-5
New Minimum: 8.85263716429472 > 7.5026625618338585
END: th(108583.50837760697)=7.5026625618338585; dx=-2.5816087718370203E-6 evalInputDelta=1.3499746024608612
Fitness changed from 8.85263716429472 to 7.5026625618338585
Iteration 4 complete. Error: 7.5026625618338585 Total: 71.2870; Orientation: 0.8708; Line Search: 46.8308
Adding measurement 1b1859d0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.366e+02, gradient 5.400e-03, dot -0.536; [23f92514-3dbc-4826-914a-127ffb4e1e3a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.5026625618338585, 10.839069306850433, 13.038335405290127, 15.482689820230007
LBFGS Accumulation History: 3 points
Removed measurement 1b1859d0 to history. Total: 3
th(0)=7.5026625618338585;dx=-2.913065704422861E-5
Armijo: th(233936.07721408413)=9.573859974741936; dx=1.4033828699496068E-5 evalInputDelta=-2.0711974129080772
Armijo: th(116968.03860704206)=7.817829769104719; dx=1.3006515850544704E-5 evalInputDelta=-0.31516720727086067
New Minimum: 7.5026625618338585 > 6.970893237739801
END: th(38989.346202347355)=6.970893237739801; dx=-3.591533712894401E-7 evalInputDelta=0.5317693240940571
Fitness changed from 7.5026625618338585 to 6.970893237739801
Iteration 5 complete. Error: 6.970893237739801 Total: 118.2945; Orientation: 0.7953; Line Search: 93.8493
Adding measurement eca0159 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.429e+02, gradient 4.726e-03, dot -0.543; [23f92514-3dbc-4826-914a-127ffb4e1e3a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.970893237739801, 10.839069306850433, 13.038335405290127, 15.482689820230007
LBFGS Accumulation History: 3 points
Removed measurement eca0159 to history. Total: 3
th(0)=6.970893237739801;dx=-2.2219430901696173E-5
Armijo: th(84000.00000000003)=7.352515861392021; dx=2.074535155503556E-5 evalInputDelta=-0.3816226236522198
New Minimum: 6.970893237739801 > 6.6811876110732555
WOLF (strong): th(42000.000000000015)=6.6811876110732555; dx=6.737374399419215E-6 evalInputDelta=0.28970562666654587
END: th(14000.000000000005)=6.724526129662991; dx=-1.137856333497047E-5 evalInputDelta=0.24636710807681084
Fitness changed from 6.970893237739801 to 6.6811876110732555
Iteration 6 complete. Error: 6.6811876110732555 Total: 117.8624; Orientation: 0.7960; Line Search: 93.5340
Adding measurement 6453371d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.244e+02, gradient 5.087e-03, dot -0.498; [23f92514-3dbc-4826-914a-127ffb4e1e3a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.6811876110732555, 10.839069306850433, 13.038335405290127, 15.482689820230007
LBFGS Accumulation History: 3 points
Removed measurement 6453371d to history. Total: 3
th(0)=6.6811876110732555;dx=-2.5860756740176544E-5
New Minimum: 6.6811876110732555 > 6.3692864291369915
WOLF (strong): th(30162.085660446384)=6.3692864291369915; dx=4.022755261419905E-6 evalInputDelta=0.31190118193626404
END: th(15081.042830223192)=6.40382194891572; dx=-9.350431293052216E-6 evalInputDelta=0.27736566215753555
Fitness changed from 6.6811876110732555 to 6.3692864291369915
Iteration 7 complete. Error: 6.3692864291369915 Total: 94.6116; Orientation: 0.8077; Line Search: 70.2998
Adding measurement 53b7232f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.864e+02, gradient 3.550e-03, dot -0.586; [23f92514-3dbc-4826-914a-127ffb4e1e3a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.3692864291369915, 10.839069306850433, 13.038335405290127, 15.482689820230007
LBFGS Accumulation History: 3 points
Removed measurement 53b7232f to history. Total: 3
th(0)=6.3692864291369915;dx=-1.245648152624195E-5
New Minimum: 6.3692864291369915 > 6.140743520110846
END: th(32491.12183528947)=6.140743520110846; dx=-1.3601497292104642E-6 evalInputDelta=0.22854290902614594
Fitness changed from 6.3692864291369915 to 6.140743520110846
Iteration 8 complete. Error: 6.140743520110846 Total: 71.1099; Orientation: 0.8025; Line Search: 46.7986
Adding measurement deabbfb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.713e+02, gradient 2.840e-03, dot -0.634; [23f92514-3dbc-4826-914a-127ffb4e1e3a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.140743520110846, 10.839069306850433, 13.038335405290127, 15.482689820230007
LBFGS Accumulation History: 3 points
Removed measurement deabbfb to history. Total: 3
th(0)=6.140743520110846;dx=-8.04214924828439E-6
New Minimum: 6.140743520110846 > 5.959289006888866
WOLF (strong): th(70000.00000000004)=5.959289006888866; dx=1.7663197576081357E-6 evalInputDelta=0.18145451322197914
New Minimum: 5.959289006888866 > 5.956647343933582
END: th(35000.00000000002)=5.956647343933582; dx=-2.375591853685559E-6 evalInputDelta=0.18409617617726326
Fitness changed from 6.140743520110846 to 5.956647343933582
Iteration 9 complete. Error: 5.956647343933582 Total: 94.5387; Orientation: 0.7997; Line Search: 70.1920
Adding measurement 725798a7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.984e+02, gradient 2.623e-03, dot -0.665; [23f92514-3dbc-4826-914a-127ffb4e1e3a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.956647343933582, 10.839069306850433, 13.038335405290127, 15.482689820230007
LBFGS Accumulation History: 3 points
Removed measurement 725798a7 to history. Total: 3
th(0)=5.956647343933582;dx=-6.868925780472441E-6
New Minimum: 5.956647343933582 > 5.797084257006645
WOLF (strong): th(75405.21415111599)=5.797084257006645; dx=1.615189207869585E-6 evalInputDelta=0.1595630869269371
New Minimum: 5.797084257006645 > 5.793340094387531
END: th(37702.60707555799)=5.793340094387531; dx=-1.946623353848808E-6 evalInputDelta=0.16330724954605103
Fitness changed from 5.956647343933582 to 5.793340094387531
Iteration 10 complete. Error: 5.793340094387531 Total: 94.6161; Orientation: 0.8035; Line Search: 70.2771
Adding measurement 7024c163 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.806e+02, gradient 2.574e-03, dot -0.627; [23f92514-3dbc-4826-914a-127ffb4e1e3a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.793340094387531, 10.839069306850433, 13.038335405290127, 15.482689820230007
LBFGS Accumulation History: 3 points
Removed measurement 7024c163 to history. Total: 3
th(0)=5.793340094387531;dx=-6.611362203950765E-6
New Minimum: 5.793340094387531 > 5.689398381859064
WOLF (strong): th(81227.80458822369)=5.689398381859064; dx=2.3553970267816136E-6 evalInputDelta=0.10394171252846718
New Minimum: 5.689398381859064 > 5.643891893327236
END: th(40613.902294111846)=5.643891893327236; dx=-9.786981356554309E-7 evalInputDelta=0.1494482010602951
Fitness changed from 5.793340094387531 to 5.643891893327236
Iteration 11 complete. Error: 5.643891893327236 Total: 94.6454; Orientation: 0.8070; Line Search: 70.3278
Adding measurement 5f7b74d9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.074e+02, gradient 2.680e-03, dot -0.603; [23f92514-3dbc-4826-914a-127ffb4e1e3a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.643891893327236, 10.839069306850433, 13.038335405290127, 15.482689820230007
LBFGS Accumulation History: 3 points
Removed measurement 5f7b74d9 to history. Total: 3
th(0)=5.643891893327236;dx=-7.163981169000019E-6
Armijo: th(87500.00000000007)=5.6772939004004; dx=5.726943027054822E-6 evalInputDelta=-0.033402007073163986
New Minimum: 5.643891893327236 > 5.511825382709503
WOLF (strong): th(43750.00000000004)=5.511825382709503; dx=7.331766657026297E-7 evalInputDelta=0.132066510617733
END: th(14583.333333333345)=5.557629071176052; dx=-4.281823454950874E-6 evalInputDelta=0.08626282215118408
Fitness changed from 5.643891893327236 to 5.511825382709503
Iteration 12 complete. Error: 5.511825382709503 Total: 117.8973; Orientation: 0.8165; Line Search: 93.5922
Adding measurement 7024caae to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.733e+02, gradient 2.957e-03, dot -0.518; [23f92514-3dbc-4826-914a-127ffb4e1e3a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.511825382709503, 10.839069306850433, 13.038335405290127, 15.482689820230007
LBFGS Accumulation History: 3 points
Removed measurement 7024caae to history. Total: 3
th(0)=5.511825382709503;dx=-8.699910677698086E-6
New Minimum: 5.511825382709503 > 5.37702526897192
WOLF (strong): th(31418.839229631663)=5.37702526897192; dx=1.3618042651863592E-7 evalInputDelta=0.13480011373758316
END: th(15709.419614815832)=5.406749043613672; dx=-4.094899339362515E-6 evalInputDelta=0.10507633909583092
Fitness changed from 5.511825382709503 to 5.37702526897192
Iteration 13 complete. Error: 5.37702526897192 Total: 94.5526; Orientation: 0.7995; Line Search: 70.2376
Adding measurement 1168941c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.054e+02, gradient 2.341e-03, dot -0.613; [23f92514-3dbc-4826-914a-127ffb4e1e3a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.37702526897192, 10.839069306850433, 13.038335405290127, 15.482689820230007
LBFGS Accumulation History: 3 points
Removed measurement 1168941c to history. Total: 3
th(0)=5.37702526897192;dx=-5.408712686609668E-6
New Minimum: 5.37702526897192 > 5.265000261366367
END: th(33844.91857842654)=5.265000261366367; dx=-1.150127962229985E-6 evalInputDelta=0.11202500760555267
Fitness changed from 5.37702526897192 to 5.265000261366367
Iteration 14 complete. Error: 5.265000261366367 Total: 71.0625; Orientation: 0.8133; Line Search: 46.7599
Adding measurement 5abba428 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.846e+02, gradient 2.104e-03, dot -0.624; [23f92514-3dbc-4826-914a-127ffb4e1e3a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.265000261366367, 10.839069306850433, 13.038335405290127, 15.482689820230007
LBFGS Accumulation History: 3 points
Removed measurement 5abba428 to history. Total: 3
th(0)=5.265000261366367;dx=-4.41292557997536E-6
New Minimum: 5.265000261366367 > 5.16469244286418
WOLF (strong): th(72916.66666666673)=5.16469244286418; dx=8.248626118876257E-7 evalInputDelta=0.10030781850218773
New Minimum: 5.16469244286418 > 5.163965422660112
END: th(36458.333333333365)=5.163965422660112; dx=-1.2317924889456387E-6 evalInputDelta=0.10103483870625496
Fitness changed from 5.265000261366367 to 5.163965422660112
Iteration 15 complete. Error: 5.163965422660112 Total: 94.6820; Orientation: 0.7949; Line Search: 70.2244
Adding measurement 247cd746 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.053e+02, gradient 2.065e-03, dot -0.632; [23f92514-3dbc-4826-914a-127ffb4e1e3a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.163965422660112, 10.839069306850433, 13.038335405290127, 15.482689820230007
LBFGS Accumulation History: 3 points
Removed measurement 247cd746 to history. Total: 3
th(0)=5.163965422660112;dx=-4.255606983700208E-6
New Minimum: 5.163965422660112 > 5.0825140327215195
WOLF (strong): th(78547.09807407917)=5.0825140327215195; dx=1.2392797852952117E-6 evalInputDelta=0.08145138993859291
New Minimum: 5.0825140327215195 > 5.067149635404348
END: th(39273.549037039586)=5.067149635404348; dx=-8.658992973575084E-7 evalInputDelta=0.09681578725576401
Fitness changed from 5.163965422660112 to 5.067149635404348
Iteration 16 complete. Error: 5.067149635404348 Total: 94.3963; Orientation: 0.7963; Line Search: 70.0274
Adding measurement 4e2cc53b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.843e+02, gradient 2.090e-03, dot -0.586; [23f92514-3dbc-4826-914a-127ffb4e1e3a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.067149635404348, 10.839069306850433, 13.038335405290127, 15.482689820230007
LBFGS Accumulation History: 3 points
Removed measurement 4e2cc53b to history. Total: 3
th(0)=5.067149635404348;dx=-4.355741526383177E-6
New Minimum: 5.067149635404348 > 5.027204133570194
WOLF (strong): th(84612.29644606636)=5.027204133570194; dx=2.049209542449521E-6 evalInputDelta=0.03994550183415413
New Minimum: 5.027204133570194 > 4.975070171058178
END: th(42306.14822303318)=4.975070171058178; dx=-2.507148431138615E-7 evalInputDelta=0.09207946434617043
Fitness changed from 5.067149635404348 to 4.975070171058178
Iteration 17 complete. Error: 4.975070171058178 Total: 94.5131; Orientation: 0.8067; Line Search: 70.2280
Adding measurement 149379f1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.104e+02, gradient 2.211e-03, dot -0.564; [23f92514-3dbc-4826-914a-127ffb4e1e3a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.975070171058178, 10.839069306850433, 13.038335405290127, 15.482689820230007
LBFGS Accumulation History: 3 points
Removed measurement 149379f1 to history. Total: 3
th(0)=4.975070171058178;dx=-4.8819866609880024E-6
Armijo: th(91145.83333333343)=5.029995124787092; dx=4.507748593310671E-6 evalInputDelta=-0.05492495372891426
New Minimum: 4.975070171058178 > 4.890351969748735
WOLF (strong): th(45572.916666666715)=4.890351969748735; dx=8.436101979899106E-7 evalInputDelta=0.08471820130944252
END: th(15190.972222222239)=4.914832688868046; dx=-2.800080028621665E-6 evalInputDelta=0.06023748219013214
Fitness changed from 4.975070171058178 to 4.890351969748735
Iteration 18 complete. Error: 4.890351969748735 Total: 118.1227; Orientation: 0.8003; Line Search: 93.6768
Adding measurement 2af0cc24 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.778e+02, gradient 2.468e-03, dot -0.484; [23f92514-3dbc-4826-914a-127ffb4e1e3a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.890351969748735, 10.839069306850433, 13.038335405290127, 15.482689820230007
LBFGS Accumulation History: 3 points
Removed measurement 2af0cc24 to history. Total: 3
th(0)=4.890351969748735;dx=-6.037895646495673E-6
New Minimum: 4.890351969748735 > 4.796588912606239
WOLF (strong): th(32727.957530866326)=4.796588912606239; dx=3.255783603597244E-7 evalInputDelta=0.09376305714249611
END: th(16363.978765433163)=4.815240129828453; dx=-2.7290988124365834E-6 evalInputDelta=0.07511183992028236
Fitness changed from 4.890351969748735 to 4.796588912606239
Iteration 19 complete. Error: 4.796588912606239 Total: 94.6964; Orientation: 0.7994; Line Search: 70.1625
Adding measurement 37f3aa4f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.103e+02, gradient 1.944e-03, dot -0.586; [23f92514-3dbc-4826-914a-127ffb4e1e3a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.796588912606239, 10.839069306850433, 13.038335405290127, 15.482689820230007
LBFGS Accumulation History: 3 points
Removed measurement 37f3aa4f to history. Total: 3
th(0)=4.796588912606239;dx=-3.773562879820712E-6
New Minimum: 4.796588912606239 > 4.720017619431019
END: th(35255.12351919433)=4.720017619431019; dx=-6.336813519011274E-7 evalInputDelta=0.07657129317522049
Fitness changed from 4.796588912606239 to 4.720017619431019
Iteration 20 complete. Error: 4.720017619431019 Total: 71.4565; Orientation: 0.7930; Line Search: 46.9203
Final threshold in iteration 21: 4.720017619431019 (> -Infinity) after 2007.326s (< 5400.000s)
