Reset training subject: 39978049594500
Reset training subject: 40048025224800
Adding measurement 2f609849 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=1.4548703208565712;dx=-7.97751777483428E-6
New Minimum: 1.4548703208565712 > 1.4548609256744385
WOLFE (weak): th(2.154434690031884)=1.4548609256744385; dx=-7.806594394300475E-6 evalInputDelta=9.395182132720947E-6
New Minimum: 1.4548609256744385 > 1.454853218048811
WOLFE (weak): th(4.308869380063768)=1.454853218048811; dx=-7.806532358931395E-6 evalInputDelta=1.7102807760238647E-5
New Minimum: 1.454853218048811 > 1.4548199959099293
WOLFE (weak): th(12.926608140191302)=1.4548199959099293; dx=-7.806543741963982E-6 evalInputDelta=5.0324946641922E-5
New Minimum: 1.4548199959099293 > 1.4546685107052326
WOLFE (weak): th(51.70643256076521)=1.4546685107052326; dx=-7.806057563447757E-6 evalInputDelta=2.0181015133857727E-4
New Minimum: 1.4546685107052326 > 1.453861340880394
WOLFE (weak): th(258.53216280382605)=1.453861340880394; dx=-7.804453158502813E-6 evalInputDelta=0.0010089799761772156
New Minimum: 1.453861340880394 > 1.4488197527825832
WOLFE (weak): th(1551.1929768229563)=1.4488197527825832; dx=-7.795587981735548E-6 evalInputDelta=0.006050568073987961
New Minimum: 1.4488197527825832 > 1.4127159118652344
WOLFE (weak): th(10858.350837760694)=1.4127159118652344; dx=-7.723793297155343E-6 evalInputDelta=0.04215440899133682
New Minimum: 1.4127159118652344 > 1.1324525885283947
END: th(86866.80670208555)=1.1324525885283947; dx=-6.971887462169361E-6 evalInputDelta=0.3224177323281765
Fitness changed from 1.4548703208565712 to 1.1324525885283947
Iteration 1 complete. Error: 1.1324525885283947 Total: 841.4826; Orientation: 0.0468; Line Search: 632.7256
Adding measurement 585b951c to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=1.1324525885283947;dx=-6.520051119894651E-6
New Minimum: 1.1324525885283947 > 0.5923234596848488
END: th(187148.86177126726)=0.5923234596848488; dx=-4.9115702352697735E-6 evalInputDelta=0.5401291288435459
Fitness changed from 1.1324525885283947 to 0.5923234596848488
Iteration 2 complete. Error: 0.5923234596848488 Total: 211.7844; Orientation: 0.0460; Line Search: 140.1422
Adding measurement 60ac404b to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=0.5923234596848488;dx=-4.25709157903686E-6
New Minimum: 0.5923234596848488 > -0.06380657106637955
END: th(403200.00000000006)=-0.06380657106637955; dx=-2.1684586700847684E-6 evalInputDelta=0.6561300307512283
Fitness changed from 0.5923234596848488 to -0.06380657106637955
Iteration 3 complete. Error: -0.06380657106637955 Total: 215.1356; Orientation: 0.0456; Line Search: 142.2071
Adding measurement 3e55e78f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.024e+03, gradient 1.386e-03, dot -0.783; [36121077-e5eb-4839-9f42-cde12a02b44d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.06380657106637955, 0.5923234596848488, 1.1324525885283947, 1.4548703208565712
LBFGS Accumulation History: 3 points
Removed measurement 3e55e78f to history. Total: 3
th(0)=-0.06380657106637955;dx=-1.9200905840492514E-6
New Minimum: -0.06380657106637955 > -0.6209223791956902
END: th(868668.0670208557)=-0.6209223791956902; dx=-6.899004120403361E-7 evalInputDelta=0.5571158081293106
Fitness changed from -0.06380657106637955 to -0.6209223791956902
Iteration 4 complete. Error: -0.6209223791956902 Total: 209.2634; Orientation: 0.7317; Line Search: 137.8209
Adding measurement 34df2f21 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.348e+03, gradient 9.793e-04, dot -0.609; [36121077-e5eb-4839-9f42-cde12a02b44d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.6209223791956902, 0.5923234596848488, 1.1324525885283947, 1.4548703208565712
LBFGS Accumulation History: 3 points
Removed measurement 34df2f21 to history. Total: 3
th(0)=-0.6209223791956902;dx=-9.591211571226722E-7
New Minimum: -0.6209223791956902 > -0.7046053409576416
WOLF (strong): th(1871488.617712673)=-0.7046053409576416; dx=3.9108763271211307E-7 evalInputDelta=0.08368296176195145
New Minimum: -0.7046053409576416 > -0.809390164911747
WOLF (strong): th(935744.3088563365)=-0.809390164911747; dx=6.387501443799497E-9 evalInputDelta=0.18846778571605682
END: th(311914.76961877884)=-0.7365277409553528; dx=-5.374573249100633E-7 evalInputDelta=0.11560536175966263
Fitness changed from -0.6209223791956902 to -0.809390164911747
Iteration 5 complete. Error: -0.809390164911747 Total: 348.7288; Orientation: 0.7392; Line Search: 277.0826
Adding measurement 182ed172 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.226e+02, gradient 1.321e-03, dot -0.578; [36121077-e5eb-4839-9f42-cde12a02b44d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.809390164911747, 0.5923234596848488, 1.1324525885283947, 1.4548703208565712
LBFGS Accumulation History: 3 points
Removed measurement 182ed172 to history. Total: 3
th(0)=-0.809390164911747;dx=-1.7454323753431354E-6
New Minimum: -0.809390164911747 > -0.89180838316679
WOLF (strong): th(672000.0000000002)=-0.89180838316679; dx=8.31053351952778E-7 evalInputDelta=0.08241821825504303
New Minimum: -0.89180838316679 > -0.9596825987100601
END: th(336000.0000000001)=-0.9596825987100601; dx=-1.3558550522010526E-7 evalInputDelta=0.15029243379831314
Fitness changed from -0.809390164911747 to -0.9596825987100601
Iteration 6 complete. Error: -0.9596825987100601 Total: 269.1044; Orientation: 0.7127; Line Search: 196.2865
Adding measurement 71cdcacd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.314e+03, gradient 6.788e-04, dot -0.662; [36121077-e5eb-4839-9f42-cde12a02b44d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.9596825987100601, 0.5923234596848488, 1.1324525885283947, 1.4548703208565712
LBFGS Accumulation History: 3 points
Removed measurement 71cdcacd to history. Total: 3
th(0)=-0.9596825987100601;dx=-4.607453318787933E-7
New Minimum: -0.9596825987100601 > -1.0691162049770355
END: th(723890.0558507132)=-1.0691162049770355; dx=-1.593451699971455E-7 evalInputDelta=0.1094336062669754
Fitness changed from -0.9596825987100601 to -1.0691162049770355
Iteration 7 complete. Error: -1.0691162049770355 Total: 208.0884; Orientation: 0.7817; Line Search: 139.4949
Adding measurement 4eb45368 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.985e+02, gradient 6.965e-04, dot -0.574; [36121077-e5eb-4839-9f42-cde12a02b44d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.0691162049770355, 0.5923234596848488, 1.1324525885283947, 1.4548703208565712
LBFGS Accumulation History: 3 points
Removed measurement 4eb45368 to history. Total: 3
th(0)=-1.0691162049770355;dx=-4.851656148782967E-7
Armijo: th(1559573.8480938943)=-1.017647199332714; dx=4.4787683719104704E-7 evalInputDelta=-0.05146900564432144
New Minimum: -1.0691162049770355 > -1.1364094242453575
WOLF (strong): th(779786.9240469472)=-1.1364094242453575; dx=1.1217602019076461E-7 evalInputDelta=0.06729321926832199
END: th(259928.97468231572)=-1.1182176358997822; dx=-2.7020473820386517E-7 evalInputDelta=0.04910143092274666
Fitness changed from -1.0691162049770355 to -1.1364094242453575
Iteration 8 complete. Error: -1.1364094242453575 Total: 345.0299; Orientation: 0.7050; Line Search: 275.5271
Adding measurement 80c9e46 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.304e+03, gradient 9.481e-04, dot -0.454; [36121077-e5eb-4839-9f42-cde12a02b44d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.1364094242453575, 0.5923234596848488, 1.1324525885283947, 1.4548703208565712
LBFGS Accumulation History: 3 points
Removed measurement 80c9e46 to history. Total: 3
th(0)=-1.1364094242453575;dx=-8.988173291291185E-7
New Minimum: -1.1364094242453575 > -1.1987282522022724
WOLF (strong): th(560000.0000000002)=-1.1987282522022724; dx=3.2685897278132075E-7 evalInputDelta=0.0623188279569149
New Minimum: -1.1987282522022724 > -1.2109322436153889
END: th(280000.0000000001)=-1.2109322436153889; dx=-1.9043021324959972E-7 evalInputDelta=0.07452281937003136
Fitness changed from -1.1364094242453575 to -1.2109322436153889
Iteration 9 complete. Error: -1.2109322436153889 Total: 275.8047; Orientation: 0.7165; Line Search: 209.2077
Adding measurement 65ec692b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.145e+03, gradient 4.670e-04, dot -0.709; [36121077-e5eb-4839-9f42-cde12a02b44d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.2109322436153889, 0.5923234596848488, 1.1324525885283947, 1.4548703208565712
LBFGS Accumulation History: 3 points
Removed measurement 65ec692b to history. Total: 3
th(0)=-1.2109322436153889;dx=-2.1812752218778193E-7
New Minimum: -1.2109322436153889 > -1.2706559896469116
END: th(603241.7132089278)=-1.2706559896469116; dx=-1.7804420117700979E-7 evalInputDelta=0.05972374603152275
Fitness changed from -1.2109322436153889 to -1.2706559896469116
Iteration 10 complete. Error: -1.2706559896469116 Total: 212.2482; Orientation: 0.7120; Line Search: 140.5326
Adding measurement 476050d6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.104e+03, gradient 4.330e-04, dot -0.706; [36121077-e5eb-4839-9f42-cde12a02b44d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.2706559896469116, 0.5923234596848488, 1.1324525885283947, 1.4548703208565712
LBFGS Accumulation History: 3 points
Removed measurement 476050d6 to history. Total: 3
th(0)=-1.2706559896469116;dx=-1.87513382999755E-7
New Minimum: -1.2706559896469116 > -1.3713485896587372
END: th(1299644.8734115788)=-1.3713485896587372; dx=-1.2666458073218744E-7 evalInputDelta=0.10069260001182556
Fitness changed from -1.2706559896469116 to -1.3713485896587372
Iteration 11 complete. Error: -1.3713485896587372 Total: 208.8892; Orientation: 0.7127; Line Search: 136.8959
Adding measurement 3473d11d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.073e+03, gradient 4.595e-04, dot -0.602; [36121077-e5eb-4839-9f42-cde12a02b44d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.3713485896587372, 0.5923234596848488, 1.1324525885283947, 1.4548703208565712
LBFGS Accumulation History: 3 points
Removed measurement 3473d11d to history. Total: 3
th(0)=-1.3713485896587372;dx=-2.111070159970777E-7
Armijo: th(2800000.000000002)=-1.2294996306300163; dx=3.573170301201783E-7 evalInputDelta=-0.14184895902872086
New Minimum: -1.3713485896587372 > -1.403901606798172
WOLF (strong): th(1400000.000000001)=-1.403901606798172; dx=1.1615872442075301E-7 evalInputDelta=0.032553017139434814
New Minimum: -1.403901606798172 > -1.4083738178014755
END: th(466666.666666667)=-1.4083738178014755; dx=-1.0184247040671894E-7 evalInputDelta=0.03702522814273834
Fitness changed from -1.3713485896587372 to -1.4083738178014755
Iteration 12 complete. Error: -1.4083738178014755 Total: 354.5359; Orientation: 0.7163; Line Search: 284.2232
Adding measurement 697f2eea to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.120e+03, gradient 3.851e-04, dot -0.677; [36121077-e5eb-4839-9f42-cde12a02b44d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.4083738178014755, 0.5923234596848488, 1.1324525885283947, 1.4548703208565712
LBFGS Accumulation History: 3 points
Removed measurement 697f2eea to history. Total: 3
th(0)=-1.4083738178014755;dx=-1.483366711840562E-7
New Minimum: -1.4083738178014755 > -1.4637883864343166
END: th(1005402.8553482131)=-1.4637883864343166; dx=-7.699260802421135E-8 evalInputDelta=0.05541456863284111
Fitness changed from -1.4083738178014755 to -1.4637883864343166
Iteration 13 complete. Error: -1.4637883864343166 Total: 208.0461; Orientation: 0.7117; Line Search: 137.6828
Adding measurement 57b0a716 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.053e+03, gradient 4.574e-04, dot -0.557; [36121077-e5eb-4839-9f42-cde12a02b44d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.4637883864343166, 0.5923234596848488, 1.1324525885283947, 1.4548703208565712
LBFGS Accumulation History: 3 points
Removed measurement 57b0a716 to history. Total: 3
th(0)=-1.4637883864343166;dx=-2.0918654594962113E-7
Armijo: th(2166074.7890192983)=-1.3270185478031635; dx=4.0831203127816937E-7 evalInputDelta=-0.1367698386311531
New Minimum: -1.4637883864343166 > -1.4816661439836025
WOLF (strong): th(1083037.3945096491)=-1.4816661439836025; dx=1.4025410959229052E-7 evalInputDelta=0.01787775754928589
New Minimum: -1.4816661439836025 > -1.4912705272436142
END: th(361012.4648365497)=-1.4912705272436142; dx=-9.240588490605647E-8 evalInputDelta=0.02748214080929756
Fitness changed from -1.4637883864343166 to -1.4912705272436142
Iteration 14 complete. Error: -1.4912705272436142 Total: 348.0441; Orientation: 0.7186; Line Search: 277.3523
Adding measurement 2f82c02c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.149e+03, gradient 3.342e-04, dot -0.711; [36121077-e5eb-4839-9f42-cde12a02b44d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.4912705272436142, 0.5923234596848488, 1.1324525885283947, 1.4548703208565712
LBFGS Accumulation History: 3 points
Removed measurement 2f82c02c to history. Total: 3
th(0)=-1.4912705272436142;dx=-1.1171034139963462E-7
New Minimum: -1.4912705272436142 > -1.5309906378388405
END: th(777777.7777777783)=-1.5309906378388405; dx=-9.311979460783661E-8 evalInputDelta=0.03972011059522629
Fitness changed from -1.4912705272436142 to -1.5309906378388405
Iteration 15 complete. Error: -1.5309906378388405 Total: 207.4727; Orientation: 0.7062; Line Search: 140.1624
Adding measurement 1543ffc2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.108e+03, gradient 3.316e-04, dot -0.683; [36121077-e5eb-4839-9f42-cde12a02b44d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.5309906378388405, 0.5923234596848488, 1.1324525885283947, 1.4548703208565712
LBFGS Accumulation History: 3 points
Removed measurement 1543ffc2 to history. Total: 3
th(0)=-1.5309906378388405;dx=-1.0994965111666429E-7
New Minimum: -1.5309906378388405 > -1.5889278054237366
END: th(1675671.4255803553)=-1.5889278054237366; dx=-3.3093460582169694E-8 evalInputDelta=0.05793716758489609
Fitness changed from -1.5309906378388405 to -1.5889278054237366
Iteration 16 complete. Error: -1.5889278054237366 Total: 209.0548; Orientation: 0.8497; Line Search: 136.6044
Adding measurement 76b9ee67 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.264e+03, gradient 5.769e-04, dot -0.420; [36121077-e5eb-4839-9f42-cde12a02b44d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.5889278054237366, 0.5923234596848488, 1.1324525885283947, 1.4548703208565712
LBFGS Accumulation History: 3 points
Removed measurement 76b9ee67 to history. Total: 3
th(0)=-1.5889278054237366;dx=-3.3279512291661644E-7
Armijo: th(3610124.6483654976)=-1.006656225770712; dx=4.6239333884112435E-7 evalInputDelta=-0.5822715796530247
Armijo: th(1805062.3241827488)=-1.4183675944805145; dx=4.3218139115566646E-7 evalInputDelta=-0.17056021094322205
New Minimum: -1.5889278054237366 > -1.6147048808634281
WOLF (strong): th(601687.4413942496)=-1.6147048808634281; dx=1.2493800267316272E-7 evalInputDelta=0.025777075439691544
END: th(150421.8603485624)=-1.6088712327182293; dx=-1.991215044816088E-7 evalInputDelta=0.01994342729449272
Fitness changed from -1.5889278054237366 to -1.6147048808634281
Iteration 17 complete. Error: -1.6147048808634281 Total: 420.7283; Orientation: 0.7205; Line Search: 349.6894
Adding measurement 35b3f219 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.009e+03, gradient 5.163e-04, dot -0.434; [36121077-e5eb-4839-9f42-cde12a02b44d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.6147048808634281, 0.5923234596848488, 1.1324525885283947, 1.4548703208565712
LBFGS Accumulation History: 3 points
Removed measurement 35b3f219 to history. Total: 3
th(0)=-1.6147048808634281;dx=-2.665782344520914E-7
New Minimum: -1.6147048808634281 > -1.643353320658207
END: th(324074.07407407433)=-1.643353320658207; dx=-8.594474542223986E-8 evalInputDelta=0.028648439794778824
Fitness changed from -1.6147048808634281 to -1.643353320658207
Iteration 18 complete. Error: -1.643353320658207 Total: 208.4291; Orientation: 0.7219; Line Search: 137.3601
Adding measurement 6f9baac4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.183e+03, gradient 2.834e-04, dot -0.699; [36121077-e5eb-4839-9f42-cde12a02b44d = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.643353320658207, 0.5923234596848488, 1.1324525885283947, 1.4548703208565712
LBFGS Accumulation History: 3 points
Removed measurement 6f9baac4 to history. Total: 3
th(0)=-1.643353320658207;dx=-8.03195353349905E-8
New Minimum: -1.643353320658207 > -1.669263619929552
END: th(698196.4273251481)=-1.669263619929552; dx=-6.813832430783028E-8 evalInputDelta=0.02591029927134514
Fitness changed from -1.643353320658207 to -1.669263619929552
Iteration 19 complete. Error: -1.669263619929552 Total: 208.5339; Orientation: 0.7063; Line Search: 137.3506
Final threshold in iteration 19: -1.669263619929552 (> -Infinity) after 5510.404s (< 5400.000s)
