Reset training subject: 779459207902
Reset training subject: 783046492664
Adding measurement 617a4adf to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=12.021105624735355;dx=-6.382098679171443E-7
New Minimum: 12.021105624735355 > 12.021104671061039
WOLFE (weak): th(2.154434690031884)=12.021104671061039; dx=-6.328255509513413E-7 evalInputDelta=9.5367431640625E-7
New Minimum: 12.021104671061039 > 12.02110342681408
WOLFE (weak): th(4.308869380063768)=12.02110342681408; dx=-6.332805529429379E-7 evalInputDelta=2.1979212760925293E-6
New Minimum: 12.02110342681408 > 12.021098732948303
WOLFE (weak): th(12.926608140191302)=12.021098732948303; dx=-6.333035456467112E-7 evalInputDelta=6.891787052154541E-6
New Minimum: 12.021098732948303 > 12.021078377962112
WOLFE (weak): th(51.70643256076521)=12.021078377962112; dx=-6.334961747990198E-7 evalInputDelta=2.724677324295044E-5
New Minimum: 12.021078377962112 > 12.020968809723854
WOLFE (weak): th(258.53216280382605)=12.020968809723854; dx=-6.326574040234294E-7 evalInputDelta=1.3681501150131226E-4
New Minimum: 12.020968809723854 > 12.020286709070206
WOLFE (weak): th(1551.1929768229563)=12.020286709070206; dx=-6.329802000353754E-7 evalInputDelta=8.189156651496887E-4
New Minimum: 12.020286709070206 > 12.015380784869194
WOLFE (weak): th(10858.350837760694)=12.015380784869194; dx=-6.33314548991315E-7 evalInputDelta=0.0057248398661613464
New Minimum: 12.015380784869194 > 11.97572736442089
WOLFE (weak): th(86866.80670208555)=11.97572736442089; dx=-6.266421874616964E-7 evalInputDelta=0.04537826031446457
New Minimum: 11.97572736442089 > 11.64126193523407
END: th(781801.26031877)=11.64126193523407; dx=-5.632681006980963E-7 evalInputDelta=0.37984368950128555
Fitness changed from 12.021105624735355 to 11.64126193523407
Iteration 1 complete. Error: 11.64126193523407 Total: 49.4090; Orientation: 0.0087; Line Search: 37.1439
Iteration 1
Adding measurement 5a31a95b to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=11.64126193523407;dx=-6.018815344068813E-7
New Minimum: 11.64126193523407 > 10.900565281510353
END: th(1684339.7559414052)=10.900565281510353; dx=-4.584532488896426E-7 evalInputDelta=0.7406966537237167
Fitness changed from 11.64126193523407 to 10.900565281510353
Iteration 2 complete. Error: 10.900565281510353 Total: 10.6615; Orientation: 0.0073; Line Search: 7.0915
Iteration 2
Adding measurement c0cb2ea to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=10.900565281510353;dx=-5.439128063578196E-7
New Minimum: 10.900565281510353 > 9.487102717161179
END: th(3628800.0)=9.487102717161179; dx=-3.1151326735316065E-7 evalInputDelta=1.4134625643491745
Fitness changed from 10.900565281510353 to 9.487102717161179
Iteration 3 complete. Error: 9.487102717161179 Total: 10.6193; Orientation: 0.0077; Line Search: 7.0739
Iteration 3
Adding measurement 69ea39ce to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.574e+04, gradient 6.675e-04, dot -0.558; [eac5b4b3-2a14-4f3f-8948-ef84b2c4969a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 9.487102717161179, 10.900565281510353, 11.64126193523407, 12.021105624735355
LBFGS Accumulation History: 3 points
Removed measurement 69ea39ce to history. Total: 3
th(0)=9.487102717161179;dx=-4.4223323853865573E-7
New Minimum: 9.487102717161179 > 7.556672051548958
END: th(7818012.6031877)=7.556672051548958; dx=-1.6104646285280665E-7 evalInputDelta=1.9304306656122208
Fitness changed from 9.487102717161179 to 7.556672051548958
Iteration 4 complete. Error: 7.556672051548958 Total: 12.2281; Orientation: 0.2674; Line Search: 7.0731
Iteration 4
Adding measurement 25239637 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.611e+04, gradient 5.938e-04, dot -0.331; [eac5b4b3-2a14-4f3f-8948-ef84b2c4969a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.556672051548958, 10.900565281510353, 11.64126193523407, 12.021105624735355
LBFGS Accumulation History: 3 points
Removed measurement 25239637 to history. Total: 3
th(0)=7.556672051548958;dx=-3.499866740380878E-7
New Minimum: 7.556672051548958 > 6.040053904056549
END: th(1.684339755941405E7)=6.040053904056549; dx=-6.331404220425998E-8 evalInputDelta=1.5166181474924088
Fitness changed from 7.556672051548958 to 6.040053904056549
Iteration 5 complete. Error: 6.040053904056549 Total: 10.7905; Orientation: 0.2328; Line Search: 7.2489
Iteration 5
Adding measurement 29c5cd67 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.297e+04, gradient 5.081e-04, dot -0.195; [eac5b4b3-2a14-4f3f-8948-ef84b2c4969a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.040053904056549, 10.900565281510353, 11.64126193523407, 12.021105624735355
LBFGS Accumulation History: 3 points
Removed measurement 29c5cd67 to history. Total: 3
th(0)=6.040053904056549;dx=-2.5458368725074084E-7
Armijo: th(3.6288E7)=9.200911149382591; dx=8.731540489235E-9 evalInputDelta=-3.160857245326042
New Minimum: 6.040053904056549 > 5.1375612914562225
END: th(1.8144E7)=5.1375612914562225; dx=-5.2913894713500624E-8 evalInputDelta=0.9024926126003265
Fitness changed from 6.040053904056549 to 5.1375612914562225
Iteration 6 complete. Error: 5.1375612914562225 Total: 15.5479; Orientation: 0.2431; Line Search: 11.6769
Adding measurement 74b80fc8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.891e+03, gradient 4.389e-04, dot -0.138; [eac5b4b3-2a14-4f3f-8948-ef84b2c4969a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.1375612914562225, 10.900565281510353, 11.64126193523407, 12.021105624735355
LBFGS Accumulation History: 3 points
Removed measurement 74b80fc8 to history. Total: 3
th(0)=5.1375612914562225;dx=-1.9096519892157073E-7
Armijo: th(3.90900630159385E7)=9.629666075110435; dx=7.70880851695868E-9 evalInputDelta=-4.492104783654213
New Minimum: 5.1375612914562225 > 4.990284100174904
END: th(1.954503150796925E7)=4.990284100174904; dx=-4.535228888200774E-8 evalInputDelta=0.14727719128131866
Fitness changed from 5.1375612914562225 to 4.990284100174904
Iteration 7 complete. Error: 4.990284100174904 Total: 15.0867; Orientation: 0.2115; Line Search: 10.9992
Adding measurement 245d7389 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.269e+03, gradient 4.191e-04, dot -0.123; [eac5b4b3-2a14-4f3f-8948-ef84b2c4969a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.990284100174904, 10.900565281510353, 11.64126193523407, 12.021105624735355
LBFGS Accumulation History: 3 points
Removed measurement 245d7389 to history. Total: 3
th(0)=4.990284100174904;dx=-1.7351657418229697E-7
Armijo: th(4.210849389853513E7)=11.401622578501701; dx=1.3010953901457868E-8 evalInputDelta=-6.4113384783267975
Armijo: th(2.1054246949267566E7)=5.2094530910253525; dx=-4.228410061376721E-8 evalInputDelta=-0.2191689908504486
New Minimum: 4.990284100174904 > 4.238760739564896
END: th(7018082.316422522)=4.238760739564896; dx=-1.090541143722125E-7 evalInputDelta=0.7515233606100082
Fitness changed from 4.990284100174904 to 4.238760739564896
Iteration 8 complete. Error: 4.238760739564896 Total: 19.5096; Orientation: 0.2532; Line Search: 15.7775
Adding measurement 13666229 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.527e+03, gradient 3.520e-04, dot -0.126; [eac5b4b3-2a14-4f3f-8948-ef84b2c4969a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.238760739564896, 10.900565281510353, 11.64126193523407, 12.021105624735355
LBFGS Accumulation History: 3 points
Removed measurement 13666229 to history. Total: 3
th(0)=4.238760739564896;dx=-1.227620845300566E-7
New Minimum: 4.238760739564896 > 3.8428230732679367
END: th(1.5120000000000002E7)=3.8428230732679367; dx=-5.59054037983767E-8 evalInputDelta=0.3959376662969589
Fitness changed from 4.238760739564896 to 3.8428230732679367
Iteration 9 complete. Error: 3.8428230732679367 Total: 10.9175; Orientation: 0.2352; Line Search: 7.2962
Adding measurement 3969ec66 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.414e+03, gradient 3.310e-04, dot -0.121; [eac5b4b3-2a14-4f3f-8948-ef84b2c4969a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.8428230732679367, 10.900565281510353, 11.64126193523407, 12.021105624735355
LBFGS Accumulation History: 3 points
Removed measurement 3969ec66 to history. Total: 3
th(0)=3.8428230732679367;dx=-1.0815526748114637E-7
Armijo: th(3.2575052513282087E7)=5.677881747484207; dx=-1.697737498160059E-8 evalInputDelta=-1.8350586742162704
New Minimum: 3.8428230732679367 > 3.6282278150320053
END: th(1.6287526256641043E7)=3.6282278150320053; dx=-4.704753981191996E-8 evalInputDelta=0.2145952582359314
Fitness changed from 3.8428230732679367 to 3.6282278150320053
Iteration 10 complete. Error: 3.6282278150320053 Total: 14.4808; Orientation: 0.2484; Line Search: 10.8076
Iteration 10
Adding measurement 2ecb839c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.559e+03, gradient 3.243e-04, dot -0.116; [eac5b4b3-2a14-4f3f-8948-ef84b2c4969a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.6282278150320053, 10.900565281510353, 11.64126193523407, 12.021105624735355
LBFGS Accumulation History: 3 points
Removed measurement 2ecb839c to history. Total: 3
th(0)=3.6282278150320053;dx=-1.0395210340488289E-7
Armijo: th(3.509041158211262E7)=6.037183061242104; dx=-1.2966778844319077E-8 evalInputDelta=-2.4089552462100983
New Minimum: 3.6282278150320053 > 3.5570489019155502
END: th(1.754520579105631E7)=3.5570489019155502; dx=-4.2069895593506055E-8 evalInputDelta=0.07117891311645508
Fitness changed from 3.6282278150320053 to 3.5570489019155502
Iteration 11 complete. Error: 3.5570489019155502 Total: 15.5663; Orientation: 0.2046; Line Search: 11.7237
Adding measurement 6876011a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.364e+03, gradient 3.340e-04, dot -0.112; [eac5b4b3-2a14-4f3f-8948-ef84b2c4969a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.5570489019155502, 10.900565281510353, 11.64126193523407, 12.021105624735355
LBFGS Accumulation History: 3 points
Removed measurement 6876011a to history. Total: 3
th(0)=3.5570489019155502;dx=-1.1071553472826557E-7
Armijo: th(3.7800000000000015E7)=7.033143125474453; dx=-6.770484126567664E-9 evalInputDelta=-3.4760942235589027
Armijo: th(1.8900000000000007E7)=3.6381794214248657; dx=-3.878592291907446E-8 evalInputDelta=-0.08113051950931549
New Minimum: 3.5570489019155502 > 3.1651322692632675
END: th(6300000.000000003)=3.1651322692632675; dx=-7.542906783347404E-8 evalInputDelta=0.3919166326522827
Fitness changed from 3.5570489019155502 to 3.1651322692632675
Iteration 12 complete. Error: 3.1651322692632675 Total: 18.4207; Orientation: 0.1613; Line Search: 14.4336
Adding measurement 208de36f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.859e+03, gradient 2.916e-04, dot -0.116; [eac5b4b3-2a14-4f3f-8948-ef84b2c4969a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.1651322692632675, 10.900565281510353, 11.64126193523407, 12.021105624735355
LBFGS Accumulation History: 3 points
Removed measurement 208de36f to history. Total: 3
th(0)=3.1651322692632675;dx=-8.420425897951204E-8
New Minimum: 3.1651322692632675 > 2.934195712208748
END: th(1.3572938547200873E7)=2.934195712208748; dx=-4.423609584468638E-8 evalInputDelta=0.23093655705451965
Fitness changed from 3.1651322692632675 to 2.934195712208748
Iteration 13 complete. Error: 2.934195712208748 Total: 11.3499; Orientation: 0.1802; Line Search: 7.3816
Adding measurement 42e5ccc3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.400e+03, gradient 2.800e-04, dot -0.115; [eac5b4b3-2a14-4f3f-8948-ef84b2c4969a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.934195712208748, 10.900565281510353, 11.64126193523407, 12.021105624735355
LBFGS Accumulation History: 3 points
Removed measurement 42e5ccc3 to history. Total: 3
th(0)=2.934195712208748;dx=-7.769641393792683E-8
Armijo: th(2.9242009651760522E7)=3.9418546557426453; dx=-1.8042938894954152E-8 evalInputDelta=-1.0076589435338974
New Minimum: 2.934195712208748 > 2.787038192152977
END: th(1.4621004825880261E7)=2.787038192152977; dx=-3.825300952087395E-8 evalInputDelta=0.14715752005577087
Fitness changed from 2.934195712208748 to 2.787038192152977
Iteration 14 complete. Error: 2.787038192152977 Total: 15.8467; Orientation: 0.2296; Line Search: 12.1868
Adding measurement 3f8290ce to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.991e+03, gradient 2.724e-04, dot -0.110; [eac5b4b3-2a14-4f3f-8948-ef84b2c4969a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.787038192152977, 10.900565281510353, 11.64126193523407, 12.021105624735355
LBFGS Accumulation History: 3 points
Removed measurement 3f8290ce to history. Total: 3
th(0)=2.787038192152977;dx=-7.348514206443776E-8
Armijo: th(3.150000000000002E7)=3.997256651520729; dx=-1.3977518791736664E-8 evalInputDelta=-1.210218459367752
New Minimum: 2.787038192152977 > 2.6851355582475662
END: th(1.575000000000001E7)=2.6851355582475662; dx=-3.504711670389505E-8 evalInputDelta=0.10190263390541077
Fitness changed from 2.787038192152977 to 2.6851355582475662
Iteration 15 complete. Error: 2.6851355582475662 Total: 15.1663; Orientation: 0.2278; Line Search: 11.3757
Iteration 15
Adding measurement 277b45bb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.104e+03, gradient 2.724e-04, dot -0.105; [eac5b4b3-2a14-4f3f-8948-ef84b2c4969a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.6851355582475662, 10.900565281510353, 11.64126193523407, 12.021105624735355
LBFGS Accumulation History: 3 points
Removed measurement 277b45bb to history. Total: 3
th(0)=2.6851355582475662;dx=-7.338391010814593E-8
Armijo: th(3.393234636800219E7)=4.316860854625702; dx=-9.260202212049978E-9 evalInputDelta=-1.6317252963781357
New Minimum: 2.6851355582475662 > 2.657243639230728
END: th(1.6966173184001096E7)=2.657243639230728; dx=-3.0902875218944265E-8 evalInputDelta=0.027891919016838074
Fitness changed from 2.6851355582475662 to 2.657243639230728
Iteration 16 complete. Error: 2.657243639230728 Total: 14.5303; Orientation: 0.1730; Line Search: 10.5552
Adding measurement 7f01476 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.532e+03, gradient 2.813e-04, dot -0.100; [eac5b4b3-2a14-4f3f-8948-ef84b2c4969a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.657243639230728, 10.900565281510353, 11.64126193523407, 12.021105624735355
LBFGS Accumulation History: 3 points
Removed measurement 7f01476 to history. Total: 3
th(0)=2.657243639230728;dx=-7.832992956106603E-8
Armijo: th(3.655251206470066E7)=5.020910874009132; dx=-5.065492665753204E-9 evalInputDelta=-2.3636672347784042
Armijo: th(1.827625603235033E7)=2.744322791695595; dx=-2.8197684167336508E-8 evalInputDelta=-0.08707915246486664
New Minimum: 2.657243639230728 > 2.399627596139908
END: th(6092085.344116777)=2.399627596139908; dx=-5.4439045585180924E-8 evalInputDelta=0.2576160430908203
Fitness changed from 2.657243639230728 to 2.399627596139908
Iteration 17 complete. Error: 2.399627596139908 Total: 19.7471; Orientation: 0.1706; Line Search: 15.9191
Adding measurement 4104239c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.828e+03, gradient 2.518e-04, dot -0.112; [eac5b4b3-2a14-4f3f-8948-ef84b2c4969a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.399627596139908, 10.900565281510353, 11.64126193523407, 12.021105624735355
LBFGS Accumulation History: 3 points
Removed measurement 4104239c to history. Total: 3
th(0)=2.399627596139908;dx=-6.278446253464193E-8
New Minimum: 2.399627596139908 > 2.26608407497406
END: th(1.3125000000000011E7)=2.26608407497406; dx=-3.335345591741431E-8 evalInputDelta=0.13354352116584778
Fitness changed from 2.399627596139908 to 2.26608407497406
Iteration 18 complete. Error: 2.26608407497406 Total: 10.7390; Orientation: 0.1612; Line Search: 7.2353
Adding measurement 659d4e83 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.667e+03, gradient 2.447e-04, dot -0.116; [eac5b4b3-2a14-4f3f-8948-ef84b2c4969a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.26608407497406, 10.900565281510353, 11.64126193523407, 12.021105624735355
LBFGS Accumulation History: 3 points
Removed measurement 659d4e83 to history. Total: 3
th(0)=2.26608407497406;dx=-5.910996020502325E-8
Armijo: th(2.8276955306668498E7)=2.9970371425151825; dx=-1.504831583805777E-8 evalInputDelta=-0.7309530675411224
New Minimum: 2.26608407497406 > 2.1870853900909424
END: th(1.4138477653334249E7)=2.1870853900909424; dx=-2.99751079368993E-8 evalInputDelta=0.07899868488311768
Fitness changed from 2.26608407497406 to 2.1870853900909424
Iteration 19 complete. Error: 2.1870853900909424 Total: 14.8584; Orientation: 0.2533; Line Search: 10.9556
Adding measurement 2700b31 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.271e+03, gradient 2.468e-04, dot -0.113; [eac5b4b3-2a14-4f3f-8948-ef84b2c4969a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.1870853900909424, 10.900565281510353, 11.64126193523407, 12.021105624735355
LBFGS Accumulation History: 3 points
Removed measurement 2700b31 to history. Total: 3
th(0)=2.1870853900909424;dx=-6.02038484437193E-8
Armijo: th(3.046042672058389E7)=3.19332954287529; dx=-9.587662664652574E-9 evalInputDelta=-1.0062441527843475
New Minimum: 2.1870853900909424 > 2.1598561853170395
END: th(1.5230213360291945E7)=2.1598561853170395; dx=-2.6093831892186524E-8 evalInputDelta=0.027229204773902893
Fitness changed from 2.1870853900909424 to 2.1598561853170395
Iteration 20 complete. Error: 2.1598561853170395 Total: 15.9954; Orientation: 0.1596; Line Search: 12.1104
Iteration 20
Final threshold in iteration 21: 2.1598561853170395 (> -Infinity) after 321.480s (< 3600.000s)