Reset training subject: 191152908396800
Reset training subject: 191160496049600
Adding measurement cc4a0dd to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=10.102185529191047;dx=-4.3846405238932086E-7
New Minimum: 10.102185529191047 > 10.102182869799435
WOLFE (weak): th(2.154434690031884)=10.102182869799435; dx=-4.136967237068758E-7 evalInputDelta=2.659391611814499E-6
New Minimum: 10.102182869799435 > 10.10218022717163
WOLFE (weak): th(4.308869380063768)=10.10218022717163; dx=-4.493555606325023E-7 evalInputDelta=5.302019417285919E-6
New Minimum: 10.10218022717163 > 10.102170316502452
WOLFE (weak): th(12.926608140191302)=10.102170316502452; dx=-4.034042623406966E-7 evalInputDelta=1.5212688595056534E-5
New Minimum: 10.102170316502452 > 10.102124237455428
WOLFE (weak): th(51.70643256076521)=10.102124237455428; dx=-4.628920841209585E-7 evalInputDelta=6.129173561930656E-5
New Minimum: 10.102124237455428 > 10.101879668422043
WOLFE (weak): th(258.53216280382605)=10.101879668422043; dx=-4.640407825109427E-7 evalInputDelta=3.058607690036297E-4
New Minimum: 10.101879668422043 > 10.100343740079552
WOLFE (weak): th(1551.1929768229563)=10.100343740079552; dx=-4.6117502334802175E-7 evalInputDelta=0.001841789111495018
New Minimum: 10.100343740079552 > 10.089015174191445
WOLFE (weak): th(10858.350837760694)=10.089015174191445; dx=-4.786761697903257E-7 evalInputDelta=0.013170354999601841
New Minimum: 10.089015174191445 > 9.991184152662754
WOLFE (weak): th(86866.80670208555)=9.991184152662754; dx=-4.504040872822929E-7 evalInputDelta=0.1110013765282929
New Minimum: 9.991184152662754 > 9.354037086479366
END: th(781801.26031877)=9.354037086479366; dx=-1.6038008444001064E-7 evalInputDelta=0.7481484427116811
Fitness changed from 10.102185529191047 to 9.354037086479366
Iteration 1 complete. Error: 9.354037086479366 Total: 92.1167; Orientation: 0.0329; Line Search: 70.4379
Adding measurement 38648de6 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=9.354037086479366;dx=-9.94248439908025E-7
New Minimum: 9.354037086479366 > 7.562688883394003
END: th(1684339.7559414052)=7.562688883394003; dx=-1.8924191511625604E-7 evalInputDelta=1.791348203085363
Fitness changed from 9.354037086479366 to 7.562688883394003
Iteration 2 complete. Error: 7.562688883394003 Total: 22.0754; Orientation: 0.0025; Line Search: 14.8125
Adding measurement 6c76a792 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=7.562688883394003;dx=-8.032500287846763E-7
New Minimum: 7.562688883394003 > 4.770586285740137
END: th(3628800.0)=4.770586285740137; dx=-8.154255834982378E-8 evalInputDelta=2.792102597653866
Fitness changed from 7.562688883394003 to 4.770586285740137
Iteration 3 complete. Error: 4.770586285740137 Total: 21.1954; Orientation: 0.0022; Line Search: 14.0846
Adding measurement 27129ef5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.221e+03, gradient 7.321e-04, dot -0.199; [1c9782b2-676d-4c9f-9468-f77dc1746295 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.770586285740137, 7.562688883394003, 9.354037086479366, 10.102185529191047
LBFGS Accumulation History: 3 points
Removed measurement 27129ef5 to history. Total: 3
th(0)=4.770586285740137;dx=-4.724614468003927E-7
New Minimum: 4.770586285740137 > 4.556611690670252
WOLF (strong): th(7818012.6031877)=4.556611690670252; dx=4.588794957238096E-8 evalInputDelta=0.21397459506988525
New Minimum: 4.556611690670252 > 3.6049115881323814
WOLF (strong): th(3909006.30159385)=3.6049115881323814; dx=6.824280613922233E-9 evalInputDelta=1.1656746976077557
END: th(1303002.1005312833)=3.760236509144306; dx=-1.8959216459051797E-7 evalInputDelta=1.010349776595831
Fitness changed from 4.770586285740137 to 3.6049115881323814
Iteration 4 complete. Error: 3.6049115881323814 Total: 35.5561; Orientation: 0.0508; Line Search: 28.2756
Adding measurement 635234f5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.007e+03, gradient 4.822e-04, dot -0.166; [1c9782b2-676d-4c9f-9468-f77dc1746295 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.6049115881323814, 7.562688883394003, 9.354037086479366, 10.102185529191047
LBFGS Accumulation History: 3 points
Removed measurement 635234f5 to history. Total: 3
th(0)=3.6049115881323814;dx=-1.998419498471424E-7
New Minimum: 3.6049115881323814 > 2.8573683463037014
END: th(2807232.9265690087)=2.8573683463037014; dx=-4.461666487410783E-8 evalInputDelta=0.74754324182868
Fitness changed from 3.6049115881323814 to 2.8573683463037014
Iteration 5 complete. Error: 2.8573683463037014 Total: 21.0656; Orientation: 0.0306; Line Search: 14.0026
Adding measurement 23e2bcbe to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.625e+03, gradient 3.126e-04, dot -0.186; [1c9782b2-676d-4c9f-9468-f77dc1746295 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.8573683463037014, 7.562688883394003, 9.354037086479366, 10.102185529191047
LBFGS Accumulation History: 3 points
Removed measurement 23e2bcbe to history. Total: 3
th(0)=2.8573683463037014;dx=-8.358187817243788E-8
New Minimum: 2.8573683463037014 > 2.636935420334339
END: th(6048000.0)=2.636935420334339; dx=-2.274355854062134E-9 evalInputDelta=0.22043292596936226
Fitness changed from 2.8573683463037014 to 2.636935420334339
Iteration 6 complete. Error: 2.636935420334339 Total: 21.3120; Orientation: 0.0297; Line Search: 14.2470
Adding measurement 4b6e7dc9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.410e+02, gradient 3.023e-04, dot -0.161; [1c9782b2-676d-4c9f-9468-f77dc1746295 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.636935420334339, 7.562688883394003, 9.354037086479366, 10.102185529191047
LBFGS Accumulation History: 3 points
Removed measurement 4b6e7dc9 to history. Total: 3
th(0)=2.636935420334339;dx=-7.454452560077139E-8
Armijo: th(1.3030021005312834E7)=2.998742204159498; dx=1.3183257318959993E-8 evalInputDelta=-0.3618067838251591
New Minimum: 2.636935420334339 > 2.536518659442663
WOLF (strong): th(6515010.502656417)=2.536518659442663; dx=1.2851313562147512E-8 evalInputDelta=0.10041676089167595
New Minimum: 2.536518659442663 > 2.337688658386469
END: th(2171670.167552139)=2.337688658386469; dx=-2.5149763682187495E-8 evalInputDelta=0.29924676194787025
Fitness changed from 2.636935420334339 to 2.337688658386469
Iteration 7 complete. Error: 2.337688658386469 Total: 36.3917; Orientation: 0.0278; Line Search: 29.2234
Adding measurement 6984940e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.540e+02, gradient 2.172e-04, dot -0.161; [1c9782b2-676d-4c9f-9468-f77dc1746295 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.337688658386469, 7.562688883394003, 9.354037086479366, 10.102185529191047
LBFGS Accumulation History: 3 points
Removed measurement 6984940e to history. Total: 3
th(0)=2.337688658386469;dx=-3.411233743293576E-8
New Minimum: 2.337688658386469 > 2.2787989005446434
END: th(4678721.544281682)=2.2787989005446434; dx=-5.0019840774627865E-9 evalInputDelta=0.058889757841825485
Fitness changed from 2.337688658386469 to 2.2787989005446434
Iteration 8 complete. Error: 2.2787989005446434 Total: 21.0330; Orientation: 0.0281; Line Search: 13.9674
Adding measurement 53d1d689 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.612e+02, gradient 2.137e-04, dot -0.345; [1c9782b2-676d-4c9f-9468-f77dc1746295 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.2787989005446434, 7.562688883394003, 9.354037086479366, 10.102185529191047
LBFGS Accumulation History: 3 points
Removed measurement 53d1d689 to history. Total: 3
th(0)=2.2787989005446434;dx=-2.827858076411405E-8
Armijo: th(1.0080000000000002E7)=2.433693263679743; dx=1.0820692527277387E-8 evalInputDelta=-0.1548943631350994
New Minimum: 2.2787989005446434 > 2.1645549796521664
WOLF (strong): th(5040000.000000001)=2.1645549796521664; dx=6.200223793813915E-9 evalInputDelta=0.11424392089247704
New Minimum: 2.1645549796521664 > 2.161729611456394
END: th(1680000.0000000002)=2.161729611456394; dx=-1.490001080493105E-8 evalInputDelta=0.1170692890882492
Fitness changed from 2.2787989005446434 to 2.161729611456394
Iteration 9 complete. Error: 2.161729611456394 Total: 35.3189; Orientation: 0.0291; Line Search: 28.2043
Adding measurement 3c35d2f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.015e+02, gradient 1.688e-04, dot -0.450; [1c9782b2-676d-4c9f-9468-f77dc1746295 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.161729611456394, 7.562688883394003, 9.354037086479366, 10.102185529191047
LBFGS Accumulation History: 3 points
Removed measurement 3c35d2f to history. Total: 3
th(0)=2.161729611456394;dx=-1.8789879734977185E-8
New Minimum: 2.161729611456394 > 2.0898768045008183
END: th(3619450.2792535652)=2.0898768045008183; dx=-4.355730367965033E-9 evalInputDelta=0.07185280695557594
Fitness changed from 2.161729611456394 to 2.0898768045008183
Iteration 10 complete. Error: 2.0898768045008183 Total: 21.1260; Orientation: 0.0278; Line Search: 14.0702
Adding measurement 6d279b2c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.655e+02, gradient 1.743e-04, dot -0.158; [1c9782b2-676d-4c9f-9468-f77dc1746295 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.0898768045008183, 7.562688883394003, 9.354037086479366, 10.102185529191047
LBFGS Accumulation History: 3 points
Removed measurement 6d279b2c to history. Total: 3
th(0)=2.0898768045008183;dx=-1.680076945843789E-8
Armijo: th(7797869.24046947)=2.227083995938301; dx=7.862605324754972E-9 evalInputDelta=-0.13720719143748283
New Minimum: 2.0898768045008183 > 2.042073979973793
WOLF (strong): th(3898934.620234735)=2.042073979973793; dx=2.4197507552996828E-9 evalInputDelta=0.04780282452702522
New Minimum: 2.042073979973793 > 2.030308783054352
END: th(1299644.8734115784)=2.030308783054352; dx=-7.920795513027608E-9 evalInputDelta=0.059568021446466446
Fitness changed from 2.0898768045008183 to 2.030308783054352
Iteration 11 complete. Error: 2.030308783054352 Total: 35.0708; Orientation: 0.0271; Line Search: 28.0410
Adding measurement 6bcdc5c6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.297e+02, gradient 1.447e-04, dot -0.169; [1c9782b2-676d-4c9f-9468-f77dc1746295 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.030308783054352, 7.562688883394003, 9.354037086479366, 10.102185529191047
LBFGS Accumulation History: 3 points
Removed measurement 6bcdc5c6 to history. Total: 3
th(0)=2.030308783054352;dx=-1.2154889505937888E-8
New Minimum: 2.030308783054352 > 1.998561929911375
END: th(2800000.000000001)=1.998561929911375; dx=-2.5519899319539113E-9 evalInputDelta=0.03174685314297676
Fitness changed from 2.030308783054352 to 1.998561929911375
Iteration 12 complete. Error: 1.998561929911375 Total: 21.7280; Orientation: 0.0272; Line Search: 14.6536
Adding measurement 61c2fa2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.874e+02, gradient 1.441e-04, dot -0.239; [1c9782b2-676d-4c9f-9468-f77dc1746295 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.998561929911375, 7.562688883394003, 9.354037086479366, 10.102185529191047
LBFGS Accumulation History: 3 points
Removed measurement 61c2fa2 to history. Total: 3
th(0)=1.998561929911375;dx=-1.2131026481266437E-8
Armijo: th(6032417.132089277)=2.0892550200223923; dx=3.041147258479284E-9 evalInputDelta=-0.09069309011101723
New Minimum: 1.998561929911375 > 1.996775634586811
END: th(3016208.5660446384)=1.996775634586811; dx=-1.946109950441541E-9 evalInputDelta=0.00178629532456398
Fitness changed from 1.998561929911375 to 1.996775634586811
Iteration 13 complete. Error: 1.996775634586811 Total: 27.9959; Orientation: 0.0310; Line Search: 20.9211
Adding measurement 3163c6e1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.749e+02, gradient 1.638e-04, dot -0.238; [1c9782b2-676d-4c9f-9468-f77dc1746295 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.996775634586811, 7.562688883394003, 9.354037086479366, 10.102185529191047
LBFGS Accumulation History: 3 points
Removed measurement 3163c6e1 to history. Total: 3
th(0)=1.996775634586811;dx=-1.1602469466862833E-8
Armijo: th(6498224.367057893)=2.0685473643243313; dx=6.5585462880807214E-9 evalInputDelta=-0.07177172973752022
New Minimum: 1.996775634586811 > 1.9496664181351662
WOLF (strong): th(3249112.1835289467)=1.9496664181351662; dx=2.08610131385221E-9 evalInputDelta=0.0471092164516449
END: th(1083037.394509649)=1.9576708003878593; dx=-5.806798341774524E-9 evalInputDelta=0.03910483419895172
Fitness changed from 1.996775634586811 to 1.9496664181351662
Iteration 14 complete. Error: 1.9496664181351662 Total: 35.5183; Orientation: 0.0267; Line Search: 28.4556
Adding measurement 2e22d9c2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.415e+01, gradient 1.375e-04, dot -0.537; [1c9782b2-676d-4c9f-9468-f77dc1746295 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.9496664181351662, 7.562688883394003, 9.354037086479366, 10.102185529191047
LBFGS Accumulation History: 3 points
Removed measurement 2e22d9c2 to history. Total: 3
th(0)=1.9496664181351662;dx=-1.015726637023399E-8
New Minimum: 1.9496664181351662 > 1.9200663939118385
END: th(2333333.3333333344)=1.9200663939118385; dx=-3.96878464943235E-9 evalInputDelta=0.029600024223327637
Fitness changed from 1.9496664181351662 to 1.9200663939118385
Iteration 15 complete. Error: 1.9200663939118385 Total: 20.9552; Orientation: 0.0267; Line Search: 13.9369
Adding measurement 67051e5f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.804e+01, gradient 1.309e-04, dot -0.371; [1c9782b2-676d-4c9f-9468-f77dc1746295 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.9200663939118385, 7.562688883394003, 9.354037086479366, 10.102185529191047
LBFGS Accumulation History: 3 points
Removed measurement 67051e5f to history. Total: 3
th(0)=1.9200663939118385;dx=-6.898470457596556E-9
Armijo: th(5027014.276741064)=1.9433376155793667; dx=1.7220688129808966E-9 evalInputDelta=-0.023271221667528152
New Minimum: 1.9200663939118385 > 1.8984405398368835
END: th(2513507.138370532)=1.8984405398368835; dx=-1.5307515098902284E-9 evalInputDelta=0.021625854074954987
Fitness changed from 1.9200663939118385 to 1.8984405398368835
Iteration 16 complete. Error: 1.8984405398368835 Total: 29.1820; Orientation: 0.0259; Line Search: 22.1295
Adding measurement 185666b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.584e+02, gradient 1.298e-04, dot -0.243; [1c9782b2-676d-4c9f-9468-f77dc1746295 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.8984405398368835, 7.562688883394003, 9.354037086479366, 10.102185529191047
LBFGS Accumulation History: 3 points
Removed measurement 185666b to history. Total: 3
th(0)=1.8984405398368835;dx=-9.507793329907612E-9
Armijo: th(5415186.9725482445)=1.9558119736611843; dx=1.9962183902439228E-10 evalInputDelta=-0.057371433824300766
New Minimum: 1.8984405398368835 > 1.8878642842173576
END: th(2707593.4862741223)=1.8878642842173576; dx=-1.6540901590753369E-9 evalInputDelta=0.01057625561952591
Fitness changed from 1.8984405398368835 to 1.8878642842173576
Iteration 17 complete. Error: 1.8878642842173576 Total: 28.2317; Orientation: 0.0261; Line Search: 21.2153
Adding measurement 7fbe621d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.728e+01, gradient 1.223e-04, dot -0.637; [1c9782b2-676d-4c9f-9468-f77dc1746295 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.8878642842173576, 7.562688883394003, 9.354037086479366, 10.102185529191047
LBFGS Accumulation History: 3 points
Removed measurement 7fbe621d to history. Total: 3
th(0)=1.8878642842173576;dx=-7.85367995251401E-9
Armijo: th(5833333.333333336)=1.9898704923689365; dx=1.940530845863227E-9 evalInputDelta=-0.1020062081515789
Armijo: th(2916666.666666668)=1.9091766104102135; dx=-1.0514398620712322E-9 evalInputDelta=-0.021312326192855835
New Minimum: 1.8878642842173576 > 1.8868010230362415
END: th(972222.2222222226)=1.8868010230362415; dx=-4.473036872437795E-9 evalInputDelta=0.0010632611811161041
Fitness changed from 1.8878642842173576 to 1.8868010230362415
Iteration 18 complete. Error: 1.8868010230362415 Total: 35.3033; Orientation: 0.0264; Line Search: 28.2388
Adding measurement 50f1da10 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.975e+01, gradient 1.207e-04, dot -0.595; [1c9782b2-676d-4c9f-9468-f77dc1746295 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.8868010230362415, 7.562688883394003, 9.354037086479366, 10.102185529191047
LBFGS Accumulation History: 3 points
Removed measurement 50f1da10 to history. Total: 3
th(0)=1.8868010230362415;dx=-7.083983985795935E-9
New Minimum: 1.8868010230362415 > 1.8746395371854305
END: th(2094589.2819754435)=1.8746395371854305; dx=-3.362571985130708E-9 evalInputDelta=0.012161485850811005
Fitness changed from 1.8868010230362415 to 1.8746395371854305
Iteration 19 complete. Error: 1.8746395371854305 Total: 21.3063; Orientation: 0.0260; Line Search: 14.1432
Adding measurement 69406bdd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.955e+01, gradient 1.070e-04, dot -0.532; [1c9782b2-676d-4c9f-9468-f77dc1746295 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.8746395371854305, 7.562688883394003, 9.354037086479366, 10.102185529191047
LBFGS Accumulation History: 3 points
Removed measurement 69406bdd to history. Total: 3
th(0)=1.8746395371854305;dx=-5.5339407563222666E-9
Armijo: th(4512655.810456871)=1.9121425151824951; dx=1.6082427116241452E-9 evalInputDelta=-0.03750297799706459
New Minimum: 1.8746395371854305 > 1.8745077326893806
END: th(2256327.9052284355)=1.8745077326893806; dx=-1.5487262177803469E-9 evalInputDelta=1.3180449604988098E-4
Fitness changed from 1.8746395371854305 to 1.8745077326893806
Iteration 20 complete. Error: 1.8745077326893806 Total: 28.3688; Orientation: 0.0265; Line Search: 21.3594
Final threshold in iteration 21: 1.8745077326893806 (> -Infinity) after 610.851s (< 5400.000s)
