Reset training subject: 108056357354000
Reset training subject: 108061270772400
Adding measurement 716fed03 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=9.654146070126444;dx=-7.09694268567575E-5
New Minimum: 9.654146070126444 > 9.654050289420411
WOLFE (weak): th(2.154434690031884)=9.654050289420411; dx=-7.096532558545033E-5 evalInputDelta=9.578070603311062E-5
New Minimum: 9.654050289420411 > 9.653954349458218
WOLFE (weak): th(4.308869380063768)=9.653954349458218; dx=-7.09945431630959E-5 evalInputDelta=1.9172066822648048E-4
New Minimum: 9.653954349458218 > 9.653570200549439
WOLFE (weak): th(12.926608140191302)=9.653570200549439; dx=-7.100168985627083E-5 evalInputDelta=5.758695770055056E-4
New Minimum: 9.653570200549439 > 9.651841017184779
WOLFE (weak): th(51.70643256076521)=9.651841017184779; dx=-7.108176996388722E-5 evalInputDelta=0.0023050529416650534
New Minimum: 9.651841017184779 > 9.642592476448044
WOLFE (weak): th(258.53216280382605)=9.642592476448044; dx=-7.142115755197532E-5 evalInputDelta=0.01155359367839992
New Minimum: 9.642592476448044 > 9.583937179297209
WOLFE (weak): th(1551.1929768229563)=9.583937179297209; dx=-7.257542852538289E-5 evalInputDelta=0.07020889082923532
New Minimum: 9.583937179297209 > 9.178040936589241
END: th(10858.350837760694)=9.178040936589241; dx=-6.274224947364979E-5 evalInputDelta=0.4761051335372031
Fitness changed from 9.654146070126444 to 9.178040936589241
Iteration 1 complete. Error: 9.178040936589241 Total: 50.7500; Orientation: 0.0032; Line Search: 36.6752
Adding measurement 7177dfdf to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=9.178040936589241;dx=-9.313229359851546E-5
New Minimum: 9.178040936589241 > 8.122957352548838
END: th(23393.607721408407)=8.122957352548838; dx=-5.412400538421352E-5 evalInputDelta=1.0550835840404034
Fitness changed from 9.178040936589241 to 8.122957352548838
Iteration 2 complete. Error: 8.122957352548838 Total: 13.7416; Orientation: 0.0015; Line Search: 9.1602
Adding measurement 78132a59 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=8.122957352548838;dx=-9.534686133021563E-5
New Minimum: 8.122957352548838 > 6.691004365682602
END: th(50400.00000000001)=6.691004365682602; dx=-2.5431965436622185E-5 evalInputDelta=1.4319529868662357
Fitness changed from 8.122957352548838 to 6.691004365682602
Iteration 3 complete. Error: 6.691004365682602 Total: 14.8790; Orientation: 0.0015; Line Search: 10.3229
Adding measurement d8a80a5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.281e+04, gradient 8.053e-03, dot -0.397; [e5131e13-7685-4129-9a4c-ff4bdf221dc4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.691004365682602, 8.122957352548838, 9.178040936589241, 9.654146070126444
LBFGS Accumulation History: 3 points
Removed measurement d8a80a5 to history. Total: 3
th(0)=6.691004365682602;dx=-6.484357155539232E-5
New Minimum: 6.691004365682602 > 5.479951970279217
END: th(108583.50837760697)=5.479951970279217; dx=-4.47005950994456E-6 evalInputDelta=1.2110523954033852
Fitness changed from 6.691004365682602 to 5.479951970279217
Iteration 4 complete. Error: 5.479951970279217 Total: 13.8305; Orientation: 0.0246; Line Search: 9.2196
Adding measurement 52dae482 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.629e+03, gradient 6.640e-03, dot -0.233; [e5131e13-7685-4129-9a4c-ff4bdf221dc4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.479951970279217, 8.122957352548838, 9.178040936589241, 9.654146070126444
LBFGS Accumulation History: 3 points
Removed measurement 52dae482 to history. Total: 3
th(0)=5.479951970279217;dx=-4.4087111026581646E-5
New Minimum: 5.479951970279217 > 4.749805815517902
WOLF (strong): th(233936.07721408413)=4.749805815517902; dx=3.910987265458517E-6 evalInputDelta=0.7301461547613144
New Minimum: 4.749805815517902 > 4.631624046713114
END: th(116968.03860704206)=4.631624046713114; dx=-2.1587075231445585E-6 evalInputDelta=0.848327923566103
Fitness changed from 5.479951970279217 to 4.631624046713114
Iteration 5 complete. Error: 4.631624046713114 Total: 18.4902; Orientation: 0.0243; Line Search: 13.8423
Adding measurement 5dc21aae to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.245e+03, gradient 5.473e-03, dot -0.184; [e5131e13-7685-4129-9a4c-ff4bdf221dc4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.631624046713114, 8.122957352548838, 9.178040936589241, 9.654146070126444
LBFGS Accumulation History: 3 points
Removed measurement 5dc21aae to history. Total: 3
th(0)=4.631624046713114;dx=-2.995006963216214E-5
New Minimum: 4.631624046713114 > 4.5644338838756084
WOLF (strong): th(252000.0000000001)=4.5644338838756084; dx=5.6147339911872484E-6 evalInputDelta=0.06719016283750534
New Minimum: 4.5644338838756084 > 4.181156098842621
WOLF (strong): th(126000.00000000004)=4.181156098842621; dx=2.5158062109730147E-6 evalInputDelta=0.45046794787049294
END: th(42000.000000000015)=4.2270232029259205; dx=-9.722964935477978E-6 evalInputDelta=0.4046008437871933
Fitness changed from 4.631624046713114 to 4.181156098842621
Iteration 6 complete. Error: 4.181156098842621 Total: 22.9137; Orientation: 0.0247; Line Search: 18.2955
Adding measurement 490df30 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.970e+03, gradient 4.938e-03, dot -0.196; [e5131e13-7685-4129-9a4c-ff4bdf221dc4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.181156098842621, 8.122957352548838, 9.178040936589241, 9.654146070126444
LBFGS Accumulation History: 3 points
Removed measurement 490df30 to history. Total: 3
th(0)=4.181156098842621;dx=-2.4383772027983243E-5
New Minimum: 4.181156098842621 > 3.6415798142552376
END: th(90486.25698133915)=3.6415798142552376; dx=-1.6042733892489637E-6 evalInputDelta=0.5395762845873833
Fitness changed from 4.181156098842621 to 3.6415798142552376
Iteration 7 complete. Error: 3.6415798142552376 Total: 13.7985; Orientation: 0.0244; Line Search: 9.2156
Adding measurement 5b2818ff to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.857e+03, gradient 3.130e-03, dot -0.233; [e5131e13-7685-4129-9a4c-ff4bdf221dc4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.6415798142552376, 8.122957352548838, 9.178040936589241, 9.654146070126444
LBFGS Accumulation History: 3 points
Removed measurement 5b2818ff to history. Total: 3
th(0)=3.6415798142552376;dx=-9.79433790947184E-6
New Minimum: 3.6415798142552376 > 3.316045805811882
WOLF (strong): th(194946.7310117368)=3.316045805811882; dx=5.424169814472905E-7 evalInputDelta=0.32553400844335556
END: th(97473.3655058684)=3.340053044259548; dx=-3.1293575101906365E-6 evalInputDelta=0.3015267699956894
Fitness changed from 3.6415798142552376 to 3.316045805811882
Iteration 8 complete. Error: 3.316045805811882 Total: 19.3061; Orientation: 0.0237; Line Search: 14.6952
Adding measurement 1c1fecbc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.784e+03, gradient 3.913e-03, dot -0.180; [e5131e13-7685-4129-9a4c-ff4bdf221dc4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.316045805811882, 8.122957352548838, 9.178040936589241, 9.654146070126444
LBFGS Accumulation History: 3 points
Removed measurement 1c1fecbc to history. Total: 3
th(0)=3.316045805811882;dx=-1.531083584256856E-5
New Minimum: 3.316045805811882 > 3.194634258747101
WOLF (strong): th(210000.0000000001)=3.194634258747101; dx=5.071314624179241E-6 evalInputDelta=0.12141154706478119
New Minimum: 3.194634258747101 > 2.993902213871479
WOLF (strong): th(105000.00000000004)=2.993902213871479; dx=6.093400096826304E-7 evalInputDelta=0.322143591940403
END: th(35000.000000000015)=3.09192880615592; dx=-8.403573794196048E-6 evalInputDelta=0.224116999655962
Fitness changed from 3.316045805811882 to 2.993902213871479
Iteration 9 complete. Error: 2.993902213871479 Total: 22.8451; Orientation: 0.0239; Line Search: 18.2270
Adding measurement 69fb63c5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.265e+03, gradient 2.744e-03, dot -0.219; [e5131e13-7685-4129-9a4c-ff4bdf221dc4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.993902213871479, 8.122957352548838, 9.178040936589241, 9.654146070126444
LBFGS Accumulation History: 3 points
Removed measurement 69fb63c5 to history. Total: 3
th(0)=2.993902213871479;dx=-7.528759701470101E-6
New Minimum: 2.993902213871479 > 2.796668954193592
END: th(75405.21415111597)=2.796668954193592; dx=-3.201063465198412E-6 evalInputDelta=0.19723325967788696
Fitness changed from 2.993902213871479 to 2.796668954193592
Iteration 10 complete. Error: 2.796668954193592 Total: 13.8662; Orientation: 0.0242; Line Search: 9.2755
Adding measurement 3273be31 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.692e+03, gradient 1.922e-03, dot -0.343; [e5131e13-7685-4129-9a4c-ff4bdf221dc4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.796668954193592, 8.122957352548838, 9.178040936589241, 9.654146070126444
LBFGS Accumulation History: 3 points
Removed measurement 3273be31 to history. Total: 3
th(0)=2.796668954193592;dx=-3.6953746157155228E-6
New Minimum: 2.796668954193592 > 2.5821348018944263
END: th(162455.60917644735)=2.5821348018944263; dx=-2.2305860748881636E-6 evalInputDelta=0.21453415229916573
Fitness changed from 2.796668954193592 to 2.5821348018944263
Iteration 11 complete. Error: 2.5821348018944263 Total: 13.8152; Orientation: 0.0242; Line Search: 9.1595
Adding measurement 69562581 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.203e+03, gradient 1.946e-03, dot -0.298; [e5131e13-7685-4129-9a4c-ff4bdf221dc4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.5821348018944263, 8.122957352548838, 9.178040936589241, 9.654146070126444
LBFGS Accumulation History: 3 points
Removed measurement 69562581 to history. Total: 3
th(0)=2.5821348018944263;dx=-3.786117264376432E-6
New Minimum: 2.5821348018944263 > 2.3580441661179066
END: th(350000.00000000023)=2.3580441661179066; dx=-1.4666179590152307E-7 evalInputDelta=0.22409063577651978
Fitness changed from 2.5821348018944263 to 2.3580441661179066
Iteration 12 complete. Error: 2.3580441661179066 Total: 13.8540; Orientation: 0.0241; Line Search: 9.2878
Adding measurement 512cae0f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.360e+03, gradient 2.836e-03, dot -0.211; [e5131e13-7685-4129-9a4c-ff4bdf221dc4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.3580441661179066, 8.122957352548838, 9.178040936589241, 9.654146070126444
LBFGS Accumulation History: 3 points
Removed measurement 512cae0f to history. Total: 3
th(0)=2.3580441661179066;dx=-8.04445411094904E-6
Armijo: th(754052.1415111598)=6.82020266354084; dx=1.5331226776075138E-5 evalInputDelta=-4.462158497422934
Armijo: th(377026.0707555799)=3.4656725861132145; dx=1.4188505510655098E-5 evalInputDelta=-1.107628419995308
New Minimum: 2.3580441661179066 > 2.1462208181619644
WOLF (strong): th(125675.35691852664)=2.1462208181619644; dx=5.939898130001008E-7 evalInputDelta=0.21182334795594215
END: th(31418.83922963166)=2.2446854189038277; dx=-5.92536399146786E-6 evalInputDelta=0.1133587472140789
Fitness changed from 2.3580441661179066 to 2.1462208181619644
Iteration 13 complete. Error: 2.1462208181619644 Total: 28.5392; Orientation: 0.0252; Line Search: 23.9596
Adding measurement 6f6abcce to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.748e+03, gradient 2.441e-03, dot -0.204; [e5131e13-7685-4129-9a4c-ff4bdf221dc4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.1462208181619644, 8.122957352548838, 9.178040936589241, 9.654146070126444
LBFGS Accumulation History: 3 points
Removed measurement 6f6abcce to history. Total: 3
th(0)=2.1462208181619644;dx=-5.959676597072863E-6
New Minimum: 2.1462208181619644 > 2.0124791897833347
END: th(67689.83715685307)=2.0124791897833347; dx=-1.2754947868438564E-6 evalInputDelta=0.13374162837862968
Fitness changed from 2.1462208181619644 to 2.0124791897833347
Iteration 14 complete. Error: 2.0124791897833347 Total: 13.8756; Orientation: 0.0247; Line Search: 9.2801
Adding measurement b82b55b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.200e+03, gradient 1.581e-03, dot -0.356; [e5131e13-7685-4129-9a4c-ff4bdf221dc4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.0124791897833347, 8.122957352548838, 9.178040936589241, 9.654146070126444
LBFGS Accumulation History: 3 points
Removed measurement b82b55b to history. Total: 3
th(0)=2.0124791897833347;dx=-2.500385725559397E-6
New Minimum: 2.0124791897833347 > 1.911168809980154
END: th(145833.33333333343)=1.911168809980154; dx=-9.281979366458636E-7 evalInputDelta=0.1013103798031807
Fitness changed from 2.0124791897833347 to 1.911168809980154
Iteration 15 complete. Error: 1.911168809980154 Total: 13.7704; Orientation: 0.0256; Line Search: 9.1269
Adding measurement 59fb2429 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.757e+03, gradient 1.749e-03, dot -0.280; [e5131e13-7685-4129-9a4c-ff4bdf221dc4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.911168809980154, 8.122957352548838, 9.178040936589241, 9.654146070126444
LBFGS Accumulation History: 3 points
Removed measurement 59fb2429 to history. Total: 3
th(0)=1.911168809980154;dx=-3.06068126584001E-6
New Minimum: 1.911168809980154 > 1.880384910851717
WOLF (strong): th(314188.3922963166)=1.880384910851717; dx=1.0897482580640694E-6 evalInputDelta=0.030783899128437042
New Minimum: 1.880384910851717 > 1.8094481751322746
WOLF (strong): th(157094.1961481583)=1.8094481751322746; dx=1.8963881734803172E-7 evalInputDelta=0.10172063484787941
END: th(52364.732049386104)=1.8429083712399006; dx=-1.5673090704468898E-6 evalInputDelta=0.06826043874025345
Fitness changed from 1.911168809980154 to 1.8094481751322746
Iteration 16 complete. Error: 1.8094481751322746 Total: 23.0787; Orientation: 0.0241; Line Search: 18.4578
Adding measurement 7a3eb4dc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.223e+03, gradient 2.011e-03, dot -0.277; [e5131e13-7685-4129-9a4c-ff4bdf221dc4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.8094481751322746, 8.122957352548838, 9.178040936589241, 9.654146070126444
LBFGS Accumulation History: 3 points
Removed measurement 7a3eb4dc to history. Total: 3
th(0)=1.8094481751322746;dx=-4.042458660863883E-6
New Minimum: 1.8094481751322746 > 1.7247693203389645
WOLF (strong): th(112816.3952614218)=1.7247693203389645; dx=4.901545602176502E-7 evalInputDelta=0.08467885479331017
END: th(56408.1976307109)=1.7276981063187122; dx=-2.0113417717254047E-6 evalInputDelta=0.0817500688135624
Fitness changed from 1.8094481751322746 to 1.7247693203389645
Iteration 17 complete. Error: 1.7247693203389645 Total: 18.2800; Orientation: 0.0244; Line Search: 13.6490
Adding measurement 68ffc24 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.528e+03, gradient 1.785e-03, dot -0.251; [e5131e13-7685-4129-9a4c-ff4bdf221dc4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.7247693203389645, 8.122957352548838, 9.178040936589241, 9.654146070126444
LBFGS Accumulation History: 3 points
Removed measurement 68ffc24 to history. Total: 3
th(0)=1.7247693203389645;dx=-3.1848771172459175E-6
New Minimum: 1.7247693203389645 > 1.6292261853814125
WOLF (strong): th(121527.77777777788)=1.6292261853814125; dx=1.7776833326294954E-7 evalInputDelta=0.09554313495755196
END: th(60763.88888888894)=1.6472648978233337; dx=-1.1671906341687516E-6 evalInputDelta=0.07750442251563072
Fitness changed from 1.7247693203389645 to 1.6292261853814125
Iteration 18 complete. Error: 1.6292261853814125 Total: 19.5283; Orientation: 0.0242; Line Search: 14.9547
Adding measurement 6f9a44c8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.144e+03, gradient 1.689e-03, dot -0.317; [e5131e13-7685-4129-9a4c-ff4bdf221dc4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.6292261853814125, 8.122957352548838, 9.178040936589241, 9.654146070126444
LBFGS Accumulation History: 3 points
Removed measurement 6f9a44c8 to history. Total: 3
th(0)=1.6292261853814125;dx=-2.8514559580920473E-6
New Minimum: 1.6292261853814125 > 1.5704235583543777
WOLF (strong): th(130911.83012346528)=1.5704235583543777; dx=4.002473667036926E-7 evalInputDelta=0.05880262702703476
New Minimum: 1.5704235583543777 > 1.567074317485094
END: th(65455.91506173264)=1.567074317485094; dx=-1.366925649556611E-6 evalInputDelta=0.062151867896318436
Fitness changed from 1.6292261853814125 to 1.567074317485094
Iteration 19 complete. Error: 1.567074317485094 Total: 18.2612; Orientation: 0.0239; Line Search: 13.5883
Adding measurement 26c796fe to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.901e+03, gradient 1.183e-03, dot -0.420; [e5131e13-7685-4129-9a4c-ff4bdf221dc4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.567074317485094, 8.122957352548838, 9.178040936589241, 9.654146070126444
LBFGS Accumulation History: 3 points
Removed measurement 26c796fe to history. Total: 3
th(0)=1.567074317485094;dx=-1.3995320896421445E-6
New Minimum: 1.567074317485094 > 1.4847573302686214
END: th(141020.49407677728)=1.4847573302686214; dx=-1.1574922809469552E-6 evalInputDelta=0.08231698721647263
Fitness changed from 1.567074317485094 to 1.4847573302686214
Iteration 20 complete. Error: 1.4847573302686214 Total: 13.7920; Orientation: 0.0257; Line Search: 9.2138
Final threshold in iteration 21: 1.4847573302686214 (> -Infinity) after 381.216s (< 5400.000s)
