Reset training subject: 731223464266500
Reset training subject: 731249531236800
Adding measurement 6537ac to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=3.3670832365751266;dx=-2.650234076735295E-7
New Minimum: 3.3670832365751266 > 3.367082327604294
WOLFE (weak): th(2.154434690031884)=3.367082327604294; dx=-2.615796351863072E-7 evalInputDelta=9.08970832824707E-7
New Minimum: 3.367082327604294 > 3.3670809268951416
WOLFE (weak): th(4.308869380063768)=3.3670809268951416; dx=-2.615820401227948E-7 evalInputDelta=2.3096799850463867E-6
New Minimum: 3.3670809268951416 > 3.3670766055583954
WOLFE (weak): th(12.926608140191302)=3.3670766055583954; dx=-2.6158657938487656E-7 evalInputDelta=6.631016731262207E-6
New Minimum: 3.3670766055583954 > 3.367057040333748
WOLFE (weak): th(51.70643256076521)=3.367057040333748; dx=-2.615993387408038E-7 evalInputDelta=2.619624137878418E-5
New Minimum: 3.367057040333748 > 3.3669521659612656
WOLFE (weak): th(258.53216280382605)=3.3669521659612656; dx=-2.6157324113528083E-7 evalInputDelta=1.3107061386108398E-4
New Minimum: 3.3669521659612656 > 3.366297721862793
WOLFE (weak): th(1551.1929768229563)=3.366297721862793; dx=-2.616237218353305E-7 evalInputDelta=7.855147123336792E-4
New Minimum: 3.366297721862793 > 3.3615853637456894
WOLFE (weak): th(10858.350837760694)=3.3615853637456894; dx=-2.6144848938721076E-7 evalInputDelta=0.005497872829437256
New Minimum: 3.3615853637456894 > 3.323210284113884
WOLFE (weak): th(86866.80670208555)=3.323210284113884; dx=-2.599694119252383E-7 evalInputDelta=0.043872952461242676
New Minimum: 3.323210284113884 > 2.985652819275856
WOLFE (weak): th(781801.26031877)=2.985652819275856; dx=-2.389260788941E-7 evalInputDelta=0.38143041729927063
New Minimum: 2.985652819275856 > 1.0129020512104034
END: th(7818012.6031877)=1.0129020512104034; dx=-7.450527348505146E-8 evalInputDelta=2.354181185364723
Fitness changed from 3.3670832365751266 to 1.0129020512104034
Iteration 1 complete. Error: 1.0129020512104034 Total: 368.3181; Orientation: 0.0245; Line Search: 288.7536
Iteration 1
Adding measurement 2cc75b25 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=1.0129020512104034;dx=-1.2110360386445452E-7
New Minimum: 1.0129020512104034 > -0.7630933374166489
END: th(1.684339755941405E7)=-0.7630933374166489; dx=-1.425964564718181E-8 evalInputDelta=1.7759953886270523
Fitness changed from 1.0129020512104034 to -0.7630933374166489
Iteration 2 complete. Error: -0.7630933374166489 Total: 75.4520; Orientation: 0.0263; Line Search: 51.2999
Iteration 2
Adding measurement 550c973e to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-0.7630933374166489;dx=-3.866652838031548E-8
New Minimum: -0.7630933374166489 > -1.2553658783435822
WOLF (strong): th(3.6288E7)=-1.2553658783435822; dx=5.634013840453275E-9 evalInputDelta=0.4922725409269333
New Minimum: -1.2553658783435822 > -1.2885254472494125
END: th(1.8144E7)=-1.2885254472494125; dx=-3.4573131172432934E-9 evalInputDelta=0.5254321098327637
Fitness changed from -0.7630933374166489 to -1.2885254472494125
Iteration 3 complete. Error: -1.2885254472494125 Total: 105.7746; Orientation: 0.0233; Line Search: 79.3116
Iteration 3
Adding measurement 3719360c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.481e+03, gradient 1.298e-04, dot -0.816; [4ecf4dca-ce60-4ad6-ba9b-55daeacc25ad = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.3670832365751266, 1.0129020512104034, -0.7630933374166489, -1.2885254472494125
LBFGS Accumulation History: 3 points
Removed measurement 6537ac to history. Total: 4
th(0)=-1.2885254472494125;dx=-1.683952865731593E-8
Armijo: th(3.90900630159385E7)=-1.1522265374660492; dx=8.450307970128301E-9 evalInputDelta=-0.13629890978336334
New Minimum: -1.2885254472494125 > -1.4460070133209229
WOLF (strong): th(1.954503150796925E7)=-1.4460070133209229; dx=4.417915283957292E-9 evalInputDelta=0.15748156607151031
END: th(6515010.502656416)=-1.441268377006054; dx=-7.395709453025221E-9 evalInputDelta=0.1527429297566414
Fitness changed from -1.2885254472494125 to -1.4460070133209229
Iteration 4 complete. Error: -1.4460070133209229 Total: 130.1397; Orientation: 0.6593; Line Search: 102.1368
Iteration 4
Adding measurement 120350eb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.527e+03, gradient 1.749e-04, dot -0.670; [4ecf4dca-ce60-4ad6-ba9b-55daeacc25ad = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.0129020512104034, -0.7630933374166489, -1.2885254472494125, -1.4460070133209229
LBFGS Accumulation History: 3 points
Removed measurement 2cc75b25 to history. Total: 4
th(0)=-1.4460070133209229;dx=-3.0600185538157465E-8
New Minimum: -1.4460070133209229 > -1.5559860989451408
WOLF (strong): th(1.4036164632845044E7)=-1.5559860989451408; dx=7.45164314834766E-9 evalInputDelta=0.10997908562421799
New Minimum: -1.5559860989451408 > -1.6249820366501808
END: th(7018082.316422522)=-1.6249820366501808; dx=-1.1430893950376299E-10 evalInputDelta=0.17897502332925797
Fitness changed from -1.4460070133209229 to -1.6249820366501808
Iteration 5 complete. Error: -1.6249820366501808 Total: 99.8515; Orientation: 0.6521; Line Search: 73.6554
Iteration 5
Adding measurement 2049e582 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.361e+03, gradient 8.165e-05, dot -0.714; [4ecf4dca-ce60-4ad6-ba9b-55daeacc25ad = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.7630933374166489, -1.2885254472494125, -1.4460070133209229, -1.6249820366501808
LBFGS Accumulation History: 3 points
Removed measurement 550c973e to history. Total: 4
th(0)=-1.6249820366501808;dx=-6.6651955639402035E-9
New Minimum: -1.6249820366501808 > -1.699006363749504
WOLF (strong): th(1.5120000000000002E7)=-1.699006363749504; dx=7.643279761676792E-10 evalInputDelta=0.07402432709932327
END: th(7560000.000000001)=-1.689254030585289; dx=-2.5247937226378942E-9 evalInputDelta=0.06427199393510818
Fitness changed from -1.6249820366501808 to -1.699006363749504
Iteration 6 complete. Error: -1.699006363749504 Total: 107.3520; Orientation: 0.6625; Line Search: 80.4166
Adding measurement 6a5dd083 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.257e+03, gradient 1.051e-04, dot -0.580; [4ecf4dca-ce60-4ad6-ba9b-55daeacc25ad = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.2885254472494125, -1.4460070133209229, -1.6249820366501808, -1.699006363749504
LBFGS Accumulation History: 3 points
Removed measurement 3719360c to history. Total: 4
th(0)=-1.699006363749504;dx=-1.1038884170751704E-8
Armijo: th(1.6287526256641043E7)=-1.6980421245098114; dx=5.530027895290265E-9 evalInputDelta=-9.64239239692688E-4
New Minimum: -1.699006363749504 > -1.7625831961631775
WOLF (strong): th(8143763.128320522)=-1.7625831961631775; dx=1.0564228357097973E-9 evalInputDelta=0.0635768324136734
END: th(2714587.709440174)=-1.742404282093048; dx=-5.678287014048551E-9 evalInputDelta=0.043397918343544006
Fitness changed from -1.699006363749504 to -1.7625831961631775
Iteration 7 complete. Error: -1.7625831961631775 Total: 130.4370; Orientation: 0.6692; Line Search: 104.5422
Adding measurement 78065fcd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.299e+03, gradient 6.947e-05, dot -0.737; [4ecf4dca-ce60-4ad6-ba9b-55daeacc25ad = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.4460070133209229, -1.6249820366501808, -1.699006363749504, -1.7625831961631775
LBFGS Accumulation History: 3 points
Removed measurement 120350eb to history. Total: 4
th(0)=-1.7625831961631775;dx=-4.823278937089235E-9
New Minimum: -1.7625831961631775 > -1.7993351444602013
END: th(5848401.930352103)=-1.7993351444602013; dx=-2.0681418610988237E-9 evalInputDelta=0.03675194829702377
Fitness changed from -1.7625831961631775 to -1.7993351444602013
Iteration 8 complete. Error: -1.7993351444602013 Total: 79.1241; Orientation: 0.6977; Line Search: 51.7931
Adding measurement 2cee5365 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.652e+03, gradient 5.142e-05, dot -0.887; [4ecf4dca-ce60-4ad6-ba9b-55daeacc25ad = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.6249820366501808, -1.699006363749504, -1.7625831961631775, -1.7993351444602013
LBFGS Accumulation History: 3 points
Removed measurement 2049e582 to history. Total: 4
th(0)=-1.7993351444602013;dx=-2.6432293932273797E-9
New Minimum: -1.7993351444602013 > -1.8474827855825424
END: th(1.2600000000000004E7)=-1.8474827855825424; dx=-1.782822194001294E-9 evalInputDelta=0.048147641122341156
Fitness changed from -1.7993351444602013 to -1.8474827855825424
Iteration 9 complete. Error: -1.8474827855825424 Total: 79.8008; Orientation: 0.6916; Line Search: 52.4875
Adding measurement 7b1a30e5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.683e+03, gradient 4.845e-05, dot -0.873; [4ecf4dca-ce60-4ad6-ba9b-55daeacc25ad = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.699006363749504, -1.7625831961631775, -1.7993351444602013, -1.8474827855825424
LBFGS Accumulation History: 3 points
Removed measurement 6a5dd083 to history. Total: 4
th(0)=-1.8474827855825424;dx=-2.34677862580426E-9
New Minimum: -1.8474827855825424 > -1.9136145859956741
END: th(2.7145877094401743E7)=-1.9136145859956741; dx=-7.198373562469766E-10 evalInputDelta=0.06613180041313171
Fitness changed from -1.8474827855825424 to -1.9136145859956741
Iteration 10 complete. Error: -1.9136145859956741 Total: 75.9110; Orientation: 0.6602; Line Search: 49.3993
Iteration 10
Adding measurement 4adf3582 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.277e+03, gradient 7.283e-05, dot -0.514; [4ecf4dca-ce60-4ad6-ba9b-55daeacc25ad = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.7625831961631775, -1.7993351444602013, -1.8474827855825424, -1.9136145859956741
LBFGS Accumulation History: 3 points
Removed measurement 78065fcd to history. Total: 4
th(0)=-1.9136145859956741;dx=-5.3024152520973885E-9
Armijo: th(5.848401930352104E7)=-1.3816192001104355; dx=5.510665231394511E-9 evalInputDelta=-0.5319953858852386
Armijo: th(2.924200965176052E7)=-1.7505912855267525; dx=5.604628730416881E-9 evalInputDelta=-0.16302330046892166
New Minimum: -1.9136145859956741 > -1.9347404167056084
WOLF (strong): th(9747336.55058684)=-1.9347404167056084; dx=1.7146258592236534E-9 evalInputDelta=0.021125830709934235
END: th(2436834.13764671)=-1.9320504367351532; dx=-2.8504294968852807E-9 evalInputDelta=0.018435850739479065
Fitness changed from -1.9136145859956741 to -1.9347404167056084
Iteration 11 complete. Error: -1.9347404167056084 Total: 159.2532; Orientation: 0.6579; Line Search: 131.9146
Adding measurement 1c7f6e96 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.003e+03, gradient 7.141e-05, dot -0.501; [4ecf4dca-ce60-4ad6-ba9b-55daeacc25ad = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.7993351444602013, -1.8474827855825424, -1.9136145859956741, -1.9347404167056084
LBFGS Accumulation History: 3 points
Removed measurement 2cee5365 to history. Total: 4
th(0)=-1.9347404167056084;dx=-5.0975301447830285E-9
New Minimum: -1.9347404167056084 > -1.96402607858181
END: th(5250000.000000003)=-1.96402607858181; dx=-8.331514406946359E-10 evalInputDelta=0.02928566187620163
Fitness changed from -1.9347404167056084 to -1.96402607858181
Iteration 12 complete. Error: -1.96402607858181 Total: 80.8824; Orientation: 0.6694; Line Search: 52.7192
Adding measurement 3a588b5f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.618e+03, gradient 4.035e-05, dot -0.804; [4ecf4dca-ce60-4ad6-ba9b-55daeacc25ad = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.8474827855825424, -1.9136145859956741, -1.9347404167056084, -1.96402607858181
LBFGS Accumulation History: 3 points
Removed measurement 7b1a30e5 to history. Total: 4
th(0)=-1.96402607858181;dx=-1.62744092629371E-9
New Minimum: -1.96402607858181 > -1.988739013671875
END: th(1.1310782122667396E7)=-1.988739013671875; dx=-9.849944490854814E-10 evalInputDelta=0.024712935090065002
Fitness changed from -1.96402607858181 to -1.988739013671875
Iteration 13 complete. Error: -1.988739013671875 Total: 77.1555; Orientation: 0.6564; Line Search: 50.6636
Adding measurement 26d40c77 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.633e+03, gradient 3.949e-05, dot -0.814; [4ecf4dca-ce60-4ad6-ba9b-55daeacc25ad = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.9136145859956741, -1.9347404167056084, -1.96402607858181, -1.988739013671875
LBFGS Accumulation History: 3 points
Removed measurement 4adf3582 to history. Total: 4
th(0)=-1.988739013671875;dx=-1.5582510500504715E-9
New Minimum: -1.988739013671875 > -2.0192785784602165
END: th(2.4368341376467105E7)=-2.0192785784602165; dx=-1.6692525544704471E-10 evalInputDelta=0.030539564788341522
Fitness changed from -1.988739013671875 to -2.0192785784602165
Iteration 14 complete. Error: -2.0192785784602165 Total: 77.6912; Orientation: 0.6692; Line Search: 52.0412
Adding measurement 46b6701e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.036e+03, gradient 6.886e-05, dot -0.450; [4ecf4dca-ce60-4ad6-ba9b-55daeacc25ad = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.9347404167056084, -1.96402607858181, -1.988739013671875, -2.0192785784602165
LBFGS Accumulation History: 3 points
Removed measurement 1c7f6e96 to history. Total: 4
th(0)=-2.0192785784602165;dx=-4.7410374093071165E-9
Armijo: th(5.250000000000004E7)=-1.5819574519991875; dx=5.687753156802461E-9 evalInputDelta=-0.43732112646102905
Armijo: th(2.625000000000002E7)=-1.895937368273735; dx=4.947338823946336E-9 evalInputDelta=-0.12334121018648148
New Minimum: -2.0192785784602165 > -2.0373101383447647
WOLF (strong): th(8750000.000000006)=-2.0373101383447647; dx=1.5419340637467075E-9 evalInputDelta=0.018031559884548187
END: th(2187500.0000000014)=-2.034358114004135; dx=-2.5612926318186102E-9 evalInputDelta=0.01507953554391861
Fitness changed from -2.0192785784602165 to -2.0373101383447647
Iteration 15 complete. Error: -2.0373101383447647 Total: 157.8015; Orientation: 0.6601; Line Search: 132.0580
Iteration 15
Final threshold in iteration 16: -2.0373101383447647 (> -Infinity) after 1804.966s (< 3600.000s)