Reset training subject: 127437772031800
Reset training subject: 127503017658600
Adding measurement 4f0d9870 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=2.4396111890673637;dx=-3.613680337246064E-6
New Minimum: 2.4396111890673637 > 2.4396073818206787
WOLFE (weak): th(2.154434690031884)=2.4396073818206787; dx=-3.2817976512351204E-6 evalInputDelta=3.807246685028076E-6
New Minimum: 2.4396073818206787 > 2.439603876322508
WOLFE (weak): th(4.308869380063768)=2.439603876322508; dx=-3.2817993125085667E-6 evalInputDelta=7.312744855880737E-6
New Minimum: 2.439603876322508 > 2.4395899288356304
WOLFE (weak): th(12.926608140191302)=2.4395899288356304; dx=-3.2818226954241915E-6 evalInputDelta=2.1260231733322144E-5
New Minimum: 2.4395899288356304 > 2.439526289701462
WOLFE (weak): th(51.70643256076521)=2.439526289701462; dx=-3.281752575348674E-6 evalInputDelta=8.489936590194702E-5
New Minimum: 2.439526289701462 > 2.439187064766884
WOLFE (weak): th(258.53216280382605)=2.439187064766884; dx=-3.2815259891262214E-6 evalInputDelta=4.241243004798889E-4
New Minimum: 2.439187064766884 > 2.437066361308098
WOLFE (weak): th(1551.1929768229563)=2.437066361308098; dx=-3.280413677261247E-6 evalInputDelta=0.0025448277592658997
New Minimum: 2.437066361308098 > 2.4218206480145454
WOLFE (weak): th(10858.350837760694)=2.4218206480145454; dx=-3.2714682538530103E-6 evalInputDelta=0.0177905410528183
New Minimum: 2.4218206480145454 > 2.298979837447405
END: th(86866.80670208555)=2.298979837447405; dx=-3.1872726183131595E-6 evalInputDelta=0.14063135161995888
Fitness changed from 2.4396111890673637 to 2.298979837447405
Iteration 1 complete. Error: 2.298979837447405 Total: 774.6895; Orientation: 0.0488; Line Search: 583.5286
Adding measurement ffb828 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=2.298979837447405;dx=-3.174379112198363E-6
New Minimum: 2.298979837447405 > 2.0123304165899754
WOLFE (weak): th(187148.86177126726)=2.0123304165899754; dx=-2.93277851108323E-6 evalInputDelta=0.2866494208574295
New Minimum: 2.0123304165899754 > 1.7525005638599396
END: th(374297.7235425345)=1.7525005638599396; dx=-2.6153097455292726E-6 evalInputDelta=0.5464792735874653
Fitness changed from 2.298979837447405 to 1.7525005638599396
Iteration 2 complete. Error: 1.7525005638599396 Total: 255.7471; Orientation: 0.0484; Line Search: 192.2032
Adding measurement 7ef4a815 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=1.7525005638599396;dx=-2.5484414413231476E-6
New Minimum: 1.7525005638599396 > 0.910669457167387
END: th(806400.0000000001)=0.910669457167387; dx=-1.5717597914144476E-6 evalInputDelta=0.8418311066925526
Fitness changed from 1.7525005638599396 to 0.910669457167387
Iteration 3 complete. Error: 0.910669457167387 Total: 193.6505; Orientation: 0.0481; Line Search: 126.5171
Adding measurement 55662df5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.277e+03, gradient 1.218e-03, dot -0.772; [82949b70-e5b1-4663-91b7-83c9386b6da9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.910669457167387, 1.7525005638599396, 2.298979837447405, 2.4396111890673637
LBFGS Accumulation History: 3 points
Removed measurement 55662df5 to history. Total: 3
th(0)=0.910669457167387;dx=-1.484121734554975E-6
New Minimum: 0.910669457167387 > -0.00784783810377121
END: th(1737336.1340417115)=-0.00784783810377121; dx=-6.840898097781166E-7 evalInputDelta=0.9185172952711582
Fitness changed from 0.910669457167387 to -0.00784783810377121
Iteration 4 complete. Error: -0.00784783810377121 Total: 192.0815; Orientation: 0.7827; Line Search: 127.7512
Adding measurement 3d9ee3d1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.748e+03, gradient 7.962e-04, dot -0.589; [82949b70-e5b1-4663-91b7-83c9386b6da9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.00784783810377121, 1.7525005638599396, 2.298979837447405, 2.4396111890673637
LBFGS Accumulation History: 3 points
Removed measurement 3d9ee3d1 to history. Total: 3
th(0)=-0.00784783810377121;dx=-6.339737512739932E-7
New Minimum: -0.00784783810377121 > -0.7142851278185844
END: th(3742977.235425346)=-0.7142851278185844; dx=-1.7762517141629733E-7 evalInputDelta=0.7064372897148132
Fitness changed from -0.00784783810377121 to -0.7142851278185844
Iteration 5 complete. Error: -0.7142851278185844 Total: 193.9147; Orientation: 0.7841; Line Search: 127.6639
Adding measurement f0ca1a8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.916e+03, gradient 7.755e-04, dot -0.438; [82949b70-e5b1-4663-91b7-83c9386b6da9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.7142851278185844, 1.7525005638599396, 2.298979837447405, 2.4396111890673637
LBFGS Accumulation History: 3 points
Removed measurement f0ca1a8 to history. Total: 3
th(0)=-0.7142851278185844;dx=-6.013562336444676E-7
Armijo: th(8064000.000000003)=1.3382111862301826; dx=4.518557788827051E-7 evalInputDelta=-2.052496314048767
Armijo: th(4032000.0000000014)=0.04703337699174881; dx=7.952376016176698E-7 evalInputDelta=-0.7613185048103333
New Minimum: -0.7142851278185844 > -0.8136189952492714
WOLF (strong): th(1344000.0000000005)=-0.8136189952492714; dx=2.5310384453583773E-7 evalInputDelta=0.09933386743068695
END: th(336000.0000000001)=-0.7951432056725025; dx=-3.6191390510156636E-7 evalInputDelta=0.08085807785391808
Fitness changed from -0.7142851278185844 to -0.8136189952492714
Iteration 6 complete. Error: -0.8136189952492714 Total: 385.6487; Orientation: 0.7445; Line Search: 320.0892
Adding measurement 157f26ad to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.519e+03, gradient 1.031e-03, dot -0.221; [82949b70-e5b1-4663-91b7-83c9386b6da9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.8136189952492714, 1.7525005638599396, 2.298979837447405, 2.4396111890673637
LBFGS Accumulation History: 3 points
Removed measurement 157f26ad to history. Total: 3
th(0)=-0.8136189952492714;dx=-1.0636765217649844E-6
New Minimum: -0.8136189952492714 > -0.9395616352558136
WOLF (strong): th(723890.0558507132)=-0.9395616352558136; dx=2.9516666625901753E-7 evalInputDelta=0.1259426400065422
END: th(361945.0279253566)=-0.9385527148842812; dx=-3.297876568562178E-7 evalInputDelta=0.12493371963500977
Fitness changed from -0.8136189952492714 to -0.9395616352558136
Iteration 7 complete. Error: -0.9395616352558136 Total: 255.4235; Orientation: 0.7300; Line Search: 190.0733
Adding measurement 23dfbc8a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.243e+03, gradient 6.516e-04, dot -0.416; [82949b70-e5b1-4663-91b7-83c9386b6da9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.9395616352558136, 1.7525005638599396, 2.298979837447405, 2.4396111890673637
LBFGS Accumulation History: 3 points
Removed measurement 23dfbc8a to history. Total: 3
th(0)=-0.9395616352558136;dx=-4.245487321406383E-7
New Minimum: -0.9395616352558136 > -1.0175199769437313
WOLF (strong): th(779786.9240469472)=-1.0175199769437313; dx=9.505039647071415E-9 evalInputDelta=0.07795834168791771
END: th(389893.4620234736)=-0.9997396133840084; dx=-1.9617623554191342E-7 evalInputDelta=0.06017797812819481
Fitness changed from -0.9395616352558136 to -1.0175199769437313
Iteration 8 complete. Error: -1.0175199769437313 Total: 262.1758; Orientation: 0.7361; Line Search: 197.4727
Adding measurement 71b371ac to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.545e+03, gradient 4.771e-04, dot -0.466; [82949b70-e5b1-4663-91b7-83c9386b6da9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.0175199769437313, 1.7525005638599396, 2.298979837447405, 2.4396111890673637
LBFGS Accumulation History: 3 points
Removed measurement 71b371ac to history. Total: 3
th(0)=-1.0175199769437313;dx=-2.2763693285229255E-7
New Minimum: -1.0175199769437313 > -1.0794407911598682
END: th(840000.0000000003)=-1.0794407911598682; dx=-6.814327034095231E-8 evalInputDelta=0.06192081421613693
Fitness changed from -1.0175199769437313 to -1.0794407911598682
Iteration 9 complete. Error: -1.0794407911598682 Total: 194.6927; Orientation: 0.8510; Line Search: 129.9379
Adding measurement f31db1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.945e+03, gradient 4.013e-04, dot -0.583; [82949b70-e5b1-4663-91b7-83c9386b6da9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.0794407911598682, 1.7525005638599396, 2.298979837447405, 2.4396111890673637
LBFGS Accumulation History: 3 points
Removed measurement f31db1 to history. Total: 3
th(0)=-1.0794407911598682;dx=-1.610667618716438E-7
New Minimum: -1.0794407911598682 > -1.1564048118889332
END: th(1809725.139626783)=-1.1564048118889332; dx=-1.4249707509208164E-8 evalInputDelta=0.07696402072906494
Fitness changed from -1.0794407911598682 to -1.1564048118889332
Iteration 10 complete. Error: -1.1564048118889332 Total: 196.4297; Orientation: 0.8246; Line Search: 132.1492
Adding measurement 5b354e27 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.018e+03, gradient 5.843e-04, dot -0.317; [82949b70-e5b1-4663-91b7-83c9386b6da9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.1564048118889332, 1.7525005638599396, 2.298979837447405, 2.4396111890673637
LBFGS Accumulation History: 3 points
Removed measurement 5b354e27 to history. Total: 3
th(0)=-1.1564048118889332;dx=-3.4135305151043876E-7
Armijo: th(3898934.6202347362)=-0.417467188090086; dx=8.316177527716136E-7 evalInputDelta=-0.7389376237988472
Armijo: th(1949467.3101173681)=-1.0692583285272121; dx=4.498042332361278E-7 evalInputDelta=-0.08714648336172104
New Minimum: -1.1564048118889332 > -1.2163659743964672
END: th(649822.4367057894)=-1.2163659743964672; dx=-3.292805390385305E-8 evalInputDelta=0.05996116250753403
Fitness changed from -1.1564048118889332 to -1.2163659743964672
Iteration 11 complete. Error: -1.2163659743964672 Total: 321.9105; Orientation: 0.7335; Line Search: 258.3026
Adding measurement 6840255f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.628e+03, gradient 3.287e-04, dot -0.608; [82949b70-e5b1-4663-91b7-83c9386b6da9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.2163659743964672, 1.7525005638599396, 2.298979837447405, 2.4396111890673637
LBFGS Accumulation History: 3 points
Removed measurement 6840255f to history. Total: 3
th(0)=-1.2163659743964672;dx=-1.0807152395874707E-7
New Minimum: -1.2163659743964672 > -1.2743224576115608
END: th(1400000.000000001)=-1.2743224576115608; dx=-5.8380086512455295E-8 evalInputDelta=0.05795648321509361
Fitness changed from -1.2163659743964672 to -1.2743224576115608
Iteration 12 complete. Error: -1.2743224576115608 Total: 193.1148; Orientation: 0.8269; Line Search: 128.5992
Adding measurement 54e0a81f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.178e+03, gradient 3.520e-04, dot -0.490; [82949b70-e5b1-4663-91b7-83c9386b6da9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.2743224576115608, 1.7525005638599396, 2.298979837447405, 2.4396111890673637
LBFGS Accumulation History: 3 points
Removed measurement 54e0a81f to history. Total: 3
th(0)=-1.2743224576115608;dx=-1.2392303258691273E-7
Armijo: th(3016208.5660446393)=-1.273943543434143; dx=1.0920145578167121E-7 evalInputDelta=-3.789141774177551E-4
New Minimum: -1.2743224576115608 > -1.31825802475214
WOLF (strong): th(1508104.2830223197)=-1.31825802475214; dx=4.293443214527794E-9 evalInputDelta=0.043935567140579224
END: th(502701.42767410656)=-1.2998259477317333; dx=-7.917993707578341E-8 evalInputDelta=0.0255034901201725
Fitness changed from -1.2743224576115608 to -1.31825802475214
Iteration 13 complete. Error: -1.31825802475214 Total: 321.1263; Orientation: 0.7350; Line Search: 255.6581
Adding measurement 7e3014b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.520e+03, gradient 4.659e-04, dot -0.395; [82949b70-e5b1-4663-91b7-83c9386b6da9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.31825802475214, 1.7525005638599396, 2.298979837447405, 2.4396111890673637
LBFGS Accumulation History: 3 points
Removed measurement 7e3014b to history. Total: 3
th(0)=-1.31825802475214;dx=-2.1708110728312042E-7
New Minimum: -1.31825802475214 > -1.3554916977882385
WOLF (strong): th(1083037.3945096491)=-1.3554916977882385; dx=7.157462301140192E-8 evalInputDelta=0.03723367303609848
New Minimum: -1.3554916977882385 > -1.3564626015722752
END: th(541518.6972548246)=-1.3564626015722752; dx=-6.680118337025578E-8 evalInputDelta=0.03820457682013512
Fitness changed from -1.31825802475214 to -1.3564626015722752
Iteration 14 complete. Error: -1.3564626015722752 Total: 256.6914; Orientation: 0.7388; Line Search: 188.2896
Adding measurement 610539eb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.230e+03, gradient 2.615e-04, dot -0.626; [82949b70-e5b1-4663-91b7-83c9386b6da9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.3564626015722752, 1.7525005638599396, 2.298979837447405, 2.4396111890673637
LBFGS Accumulation History: 3 points
Removed measurement 610539eb to history. Total: 3
th(0)=-1.3564626015722752;dx=-6.836559580250447E-8
New Minimum: -1.3564626015722752 > -1.3948509059846401
WOLFE (weak): th(1166666.6666666674)=-1.3948509059846401; dx=-6.343427625325214E-8 evalInputDelta=0.03838830441236496
New Minimum: -1.3948509059846401 > -1.4306003153324127
END: th(2333333.333333335)=-1.4306003153324127; dx=-5.9143918652365384E-8 evalInputDelta=0.07413771376013756
Fitness changed from -1.3564626015722752 to -1.4306003153324127
Iteration 15 complete. Error: -1.4306003153324127 Total: 262.6067; Orientation: 0.7324; Line Search: 196.6657
Adding measurement 5bf71706 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.062e+03, gradient 2.412e-04, dot -0.608; [82949b70-e5b1-4663-91b7-83c9386b6da9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.4306003153324127, 1.7525005638599396, 2.298979837447405, 2.4396111890673637
LBFGS Accumulation History: 3 points
Removed measurement 5bf71706 to history. Total: 3
th(0)=-1.4306003153324127;dx=-5.81875085136282E-8
New Minimum: -1.4306003153324127 > -1.5540378093719482
END: th(5027014.276741066)=-1.5540378093719482; dx=-4.142973296545794E-8 evalInputDelta=0.12343749403953552
Fitness changed from -1.4306003153324127 to -1.5540378093719482
Iteration 16 complete. Error: -1.5540378093719482 Total: 196.5082; Orientation: 0.8421; Line Search: 132.3356
Adding measurement 5fedc49c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.651e+03, gradient 2.508e-04, dot -0.462; [82949b70-e5b1-4663-91b7-83c9386b6da9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.5540378093719482, 1.7525005638599396, 2.298979837447405, 2.4396111890673637
LBFGS Accumulation History: 3 points
Removed measurement 5fedc49c to history. Total: 3
th(0)=-1.5540378093719482;dx=-6.289020690179098E-8
Armijo: th(1.0830373945096493E7)=-1.1112562976777554; dx=1.822412861220541E-7 evalInputDelta=-0.4427815116941929
Armijo: th(5415186.972548246)=-1.4959462583065033; dx=9.308531541544528E-8 evalInputDelta=-0.058091551065444946
New Minimum: -1.5540378093719482 > -1.5829900652170181
END: th(1805062.3241827488)=-1.5829900652170181; dx=-2.3765365372359053E-9 evalInputDelta=0.028952255845069885
Fitness changed from -1.5540378093719482 to -1.5829900652170181
Iteration 17 complete. Error: -1.5829900652170181 Total: 322.4555; Orientation: 0.7274; Line Search: 258.3572
Adding measurement 5ffdca0f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.866e+03, gradient 3.491e-04, dot -0.351; [82949b70-e5b1-4663-91b7-83c9386b6da9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.5829900652170181, 1.7525005638599396, 2.298979837447405, 2.4396111890673637
LBFGS Accumulation History: 3 points
Removed measurement 5ffdca0f to history. Total: 3
th(0)=-1.5829900652170181;dx=-1.2187473384072153E-7
Armijo: th(3888888.8888888923)=-1.3422170020639896; dx=3.122197681689896E-7 evalInputDelta=-0.2407730631530285
Armijo: th(1944444.4444444461)=-1.5689039044082165; dx=1.3832205434351866E-7 evalInputDelta=-0.014086160808801651
New Minimum: -1.5829900652170181 > -1.6069430708885193
END: th(648148.1481481487)=-1.6069430708885193; dx=-2.7009478961591805E-8 evalInputDelta=0.02395300567150116
Fitness changed from -1.5829900652170181 to -1.6069430708885193
Iteration 18 complete. Error: -1.6069430708885193 Total: 320.6746; Orientation: 0.7320; Line Search: 253.7152
Adding measurement 1f25af07 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.653e+03, gradient 1.996e-04, dot -0.552; [82949b70-e5b1-4663-91b7-83c9386b6da9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.6069430708885193, 1.7525005638599396, 2.298979837447405, 2.4396111890673637
LBFGS Accumulation History: 3 points
Removed measurement 1f25af07 to history. Total: 3
th(0)=-1.6069430708885193;dx=-3.983279887610602E-8
New Minimum: -1.6069430708885193 > -1.632415033876896
END: th(1396392.8546502963)=-1.632415033876896; dx=-3.3301585460890955E-8 evalInputDelta=0.025471962988376617
Fitness changed from -1.6069430708885193 to -1.632415033876896
Iteration 19 complete. Error: -1.632415033876896 Total: 196.9558; Orientation: 0.7545; Line Search: 131.4290
Adding measurement 38189a18 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.714e+03, gradient 1.981e-04, dot -0.555; [82949b70-e5b1-4663-91b7-83c9386b6da9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.632415033876896, 1.7525005638599396, 2.298979837447405, 2.4396111890673637
LBFGS Accumulation History: 3 points
Removed measurement 38189a18 to history. Total: 3
th(0)=-1.632415033876896;dx=-3.92490756092984E-8
New Minimum: -1.632415033876896 > -1.6746349707245827
END: th(3008437.2069712486)=-1.6746349707245827; dx=-1.799324784310841E-8 evalInputDelta=0.04221993684768677
Fitness changed from -1.632415033876896 to -1.6746349707245827
Iteration 20 complete. Error: -1.6746349707245827 Total: 189.7918; Orientation: 0.7289; Line Search: 126.2004
Final threshold in iteration 20: -1.6746349707245827 (> -Infinity) after 5486.290s (< 5400.000s)
