Reset training subject: 19486940019327
Reset training subject: 19521899620351
Adding measurement 389ce174 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=-2.308273546397686;dx=-1.500736797998275E-7
New Minimum: -2.308273546397686 > -2.3082736283540726
END: th(2.154434690031884)=-2.3082736283540726; dx=-1.3034061356382421E-7 evalInputDelta=8.195638656616211E-8
Fitness changed from -2.308273546397686 to -2.3082736283540726
Iteration 1 complete. Error: -2.3082736283540726 Total: 176.9362; Orientation: 0.0825; Line Search: 72.2844
Adding measurement 5e4734f7 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-2.3082736283540726;dx=-1.3094832838298151E-7
New Minimum: -2.3082736283540726 > -2.308274656534195
WOLFE (weak): th(4.641588833612779)=-2.308274656534195; dx=-1.317225323660309E-7 evalInputDelta=1.0281801223754883E-6
New Minimum: -2.308274656534195 > -2.3082755878567696
WOLFE (weak): th(9.283177667225559)=-2.3082755878567696; dx=-1.308553743581144E-7 evalInputDelta=1.959502696990967E-6
New Minimum: -2.3082755878567696 > -2.308278664946556
WOLFE (weak): th(27.849533001676676)=-2.308278664946556; dx=-1.3158874618501548E-7 evalInputDelta=5.036592483520508E-6
New Minimum: -2.308278664946556 > -2.3082927763462067
WOLFE (weak): th(111.3981320067067)=-2.3082927763462067; dx=-1.2868233743895383E-7 evalInputDelta=1.9147992134094238E-5
New Minimum: -2.3082927763462067 > -2.308367781341076
WOLFE (weak): th(556.9906600335335)=-2.308367781341076; dx=-1.3210644251566203E-7 evalInputDelta=9.415298700332642E-5
New Minimum: -2.308367781341076 > -2.3088371008634567
WOLFE (weak): th(3341.9439602012008)=-2.3088371008634567; dx=-1.3232282576904333E-7 evalInputDelta=5.634725093841553E-4
New Minimum: -2.3088371008634567 > -2.312211647629738
WOLFE (weak): th(23393.607721408407)=-2.312211647629738; dx=-1.2725041364841753E-7 evalInputDelta=0.003938019275665283
New Minimum: -2.312211647629738 > -2.339445620775223
WOLFE (weak): th(187148.86177126726)=-2.339445620775223; dx=-1.29933405982059E-7 evalInputDelta=0.031171992421150208
New Minimum: -2.339445620775223 > -2.5571955665946007
END: th(1684339.7559414054)=-2.5571955665946007; dx=-9.560373888217713E-8 evalInputDelta=0.2489219382405281
Fitness changed from -2.3082736283540726 to -2.5571955665946007
Iteration 2 complete. Error: -2.5571955665946007 Total: 385.8317; Orientation: 0.0927; Line Search: 350.6824
Adding measurement 20d07a84 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-2.5571955665946007;dx=-9.29105010384699E-8
New Minimum: -2.5571955665946007 > -2.894556872546673
END: th(3628800.0000000005)=-2.894556872546673; dx=-5.520666267102087E-8 evalInputDelta=0.33736130595207214
Fitness changed from -2.5571955665946007 to -2.894556872546673
Iteration 3 complete. Error: -2.894556872546673 Total: 106.5880; Orientation: 0.0885; Line Search: 70.1084
Adding measurement 4a0ee608 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.504e+03, gradient 2.286e-04, dot -0.749; [84b3aa76-53ad-475c-9a93-cb68df98267c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.894556872546673, -2.5571955665946007, -2.3082736283540726, -2.308273546397686
LBFGS Accumulation History: 3 points
Removed measurement 4a0ee608 to history. Total: 3
th(0)=-2.894556872546673;dx=-4.942108637011929E-8
New Minimum: -2.894556872546673 > -3.2551856599748135
END: th(7818012.603187701)=-3.2551856599748135; dx=-2.283859402167779E-8 evalInputDelta=0.36062878742814064
Fitness changed from -2.894556872546673 to -3.2551856599748135
Iteration 4 complete. Error: -3.2551856599748135 Total: 106.9440; Orientation: 2.1047; Line Search: 69.7922
Adding measurement 3406fcf8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.665e+03, gradient 1.533e-04, dot -0.611; [84b3aa76-53ad-475c-9a93-cb68df98267c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.2551856599748135, -2.5571955665946007, -2.3082736283540726, -2.308273546397686
LBFGS Accumulation History: 3 points
Removed measurement 3406fcf8 to history. Total: 3
th(0)=-3.2551856599748135;dx=-2.2475918189263893E-8
New Minimum: -3.2551856599748135 > -3.547292284667492
END: th(1.6843397559414055E7)=-3.547292284667492; dx=-6.895056135870625E-9 evalInputDelta=0.29210662469267845
Fitness changed from -3.2551856599748135 to -3.547292284667492
Iteration 5 complete. Error: -3.547292284667492 Total: 107.4187; Orientation: 2.0380; Line Search: 70.2162
Adding measurement 545b08d1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.605e+03, gradient 1.234e-04, dot -0.441; [84b3aa76-53ad-475c-9a93-cb68df98267c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.547292284667492, -2.5571955665946007, -2.3082736283540726, -2.308273546397686
LBFGS Accumulation History: 3 points
Removed measurement 545b08d1 to history. Total: 3
th(0)=-3.547292284667492;dx=-1.4856082662906448E-8
Armijo: th(3.628800000000001E7)=-3.4992316216230392; dx=7.738657352000162E-9 evalInputDelta=-0.04806066304445267
New Minimum: -3.547292284667492 > -3.631168656051159
WOLF (strong): th(1.8144000000000004E7)=-3.631168656051159; dx=2.987569352455E-9 evalInputDelta=0.08387637138366699
END: th(6048000.000000001)=-3.6207820139825344; dx=-4.989035381539894E-9 evalInputDelta=0.0734897293150425
Fitness changed from -3.547292284667492 to -3.631168656051159
Iteration 6 complete. Error: -3.631168656051159 Total: 178.9919; Orientation: 2.0597; Line Search: 141.9419
Adding measurement 2f274b1d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.913e+02, gradient 2.014e-04, dot -0.169; [84b3aa76-53ad-475c-9a93-cb68df98267c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.631168656051159, -2.5571955665946007, -2.3082736283540726, -2.308273546397686
LBFGS Accumulation History: 3 points
Removed measurement 2f274b1d to history. Total: 3
th(0)=-3.631168656051159;dx=-3.9114094425739855E-8
Armijo: th(1.3030021005312836E7)=-3.5657476224005222; dx=2.37010374603775E-8 evalInputDelta=-0.06542103365063667
New Minimum: -3.631168656051159 > -3.710997126996517
WOLF (strong): th(6515010.502656418)=-3.710997126996517; dx=8.767869683137198E-9 evalInputDelta=0.07982847094535828
END: th(2171670.167552139)=-3.6998565159738064; dx=-1.7765827069889135E-8 evalInputDelta=0.06868785992264748
Fitness changed from -3.631168656051159 to -3.710997126996517
Iteration 7 complete. Error: -3.710997126996517 Total: 176.3307; Orientation: 2.0045; Line Search: 139.3784
Adding measurement 6ffa8e62 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.574e+03, gradient 1.252e-04, dot -0.335; [84b3aa76-53ad-475c-9a93-cb68df98267c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.710997126996517, -2.5571955665946007, -2.3082736283540726, -2.308273546397686
LBFGS Accumulation History: 3 points
Removed measurement 6ffa8e62 to history. Total: 3
th(0)=-3.710997126996517;dx=-1.4487740035509923E-8
New Minimum: -3.710997126996517 > -3.7626893892884254
END: th(4678721.544281682)=-3.7626893892884254; dx=-3.0060727987435704E-9 evalInputDelta=0.051692262291908264
Fitness changed from -3.710997126996517 to -3.7626893892884254
Iteration 8 complete. Error: -3.7626893892884254 Total: 109.1071; Orientation: 2.4257; Line Search: 71.7251
Adding measurement e9e5fa3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.367e+03, gradient 7.076e-05, dot -0.529; [84b3aa76-53ad-475c-9a93-cb68df98267c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.7626893892884254, -2.5571955665946007, -2.3082736283540726, -2.308273546397686
LBFGS Accumulation History: 3 points
Removed measurement e9e5fa3 to history. Total: 3
th(0)=-3.7626893892884254;dx=-4.702467260267055E-9
New Minimum: -3.7626893892884254 > -3.8116012662649155
END: th(1.0080000000000002E7)=-3.8116012662649155; dx=-2.5986549754834575E-9 evalInputDelta=0.04891187697649002
Fitness changed from -3.7626893892884254 to -3.8116012662649155
Iteration 9 complete. Error: -3.8116012662649155 Total: 108.9211; Orientation: 2.2008; Line Search: 71.7161
Adding measurement 4297cb6f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.531e+03, gradient 6.921e-05, dot -0.535; [84b3aa76-53ad-475c-9a93-cb68df98267c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.8116012662649155, -2.5571955665946007, -2.3082736283540726, -2.308273546397686
LBFGS Accumulation History: 3 points
Removed measurement 4297cb6f to history. Total: 3
th(0)=-3.8116012662649155;dx=-4.568943957874662E-9
New Minimum: -3.8116012662649155 > -3.8374753408133984
WOLF (strong): th(2.1716701675521392E7)=-3.8374753408133984; dx=1.6572601613493003E-9 evalInputDelta=0.025874074548482895
New Minimum: -3.8374753408133984 > -3.845351066440344
END: th(1.0858350837760696E7)=-3.845351066440344; dx=-5.763019345916197E-10 evalInputDelta=0.03374980017542839
Fitness changed from -3.8116012662649155 to -3.845351066440344
Iteration 10 complete. Error: -3.845351066440344 Total: 144.0906; Orientation: 2.0229; Line Search: 107.1148
Adding measurement 766ddee0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.154e+03, gradient 8.838e-05, dot -0.333; [84b3aa76-53ad-475c-9a93-cb68df98267c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.845351066440344, -2.5571955665946007, -2.3082736283540726, -2.308273546397686
LBFGS Accumulation History: 3 points
Removed measurement 766ddee0 to history. Total: 3
th(0)=-3.845351066440344;dx=-7.187585562426634E-9
Armijo: th(2.339360772140841E7)=-3.755601990967989; dx=7.992266206566461E-9 evalInputDelta=-0.08974907547235489
New Minimum: -3.845351066440344 > -3.852158345282078
WOLF (strong): th(1.1696803860704206E7)=-3.852158345282078; dx=4.321503014049495E-9 evalInputDelta=0.0068072788417339325
New Minimum: -3.852158345282078 > -3.8666793927550316
END: th(3898934.6202347353)=-3.8666793927550316; dx=-2.2634242014735194E-9 evalInputDelta=0.02132832631468773
Fitness changed from -3.845351066440344 to -3.8666793927550316
Iteration 11 complete. Error: -3.8666793927550316 Total: 176.3367; Orientation: 1.9823; Line Search: 139.4887
Adding measurement 1145114e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.517e+03, gradient 5.224e-05, dot -0.646; [84b3aa76-53ad-475c-9a93-cb68df98267c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.8666793927550316, -2.5571955665946007, -2.3082736283540726, -2.308273546397686
LBFGS Accumulation History: 3 points
Removed measurement 1145114e to history. Total: 3
th(0)=-3.8666793927550316;dx=-2.6293668691623612E-9
New Minimum: -3.8666793927550316 > -3.8906382992863655
END: th(8400000.000000002)=-3.8906382992863655; dx=-2.262856914777667E-9 evalInputDelta=0.023958906531333923
Fitness changed from -3.8666793927550316 to -3.8906382992863655
Iteration 12 complete. Error: -3.8906382992863655 Total: 109.7381; Orientation: 1.9992; Line Search: 72.5667
Adding measurement 55d3930e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.444e+03, gradient 4.977e-05, dot -0.623; [84b3aa76-53ad-475c-9a93-cb68df98267c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.8906382992863655, -2.5571955665946007, -2.3082736283540726, -2.308273546397686
LBFGS Accumulation History: 3 points
Removed measurement 55d3930e to history. Total: 3
th(0)=-3.8906382992863655;dx=-2.211994311076645E-9
New Minimum: -3.8906382992863655 > -3.9387978576123714
END: th(1.8097251396267828E7)=-3.9387978576123714; dx=-1.7096122086946614E-9 evalInputDelta=0.048159558326005936
Fitness changed from -3.8906382992863655 to -3.9387978576123714
Iteration 13 complete. Error: -3.9387978576123714 Total: 106.9448; Orientation: 2.0636; Line Search: 69.9784
Adding measurement 7242a208 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.522e+03, gradient 5.008e-05, dot -0.576; [84b3aa76-53ad-475c-9a93-cb68df98267c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.9387978576123714, -2.5571955665946007, -2.3082736283540726, -2.308273546397686
LBFGS Accumulation History: 3 points
Removed measurement 7242a208 to history. Total: 3
th(0)=-3.9387978576123714;dx=-2.3568506739243145E-9
New Minimum: -3.9387978576123714 > -3.9476506244391203
WOLF (strong): th(3.898934620234735E7)=-3.9476506244391203; dx=1.127852754585623E-9 evalInputDelta=0.008852766826748848
New Minimum: -3.9476506244391203 > -3.9634462129324675
END: th(1.9494673101173677E7)=-3.9634462129324675; dx=-5.569670489113772E-11 evalInputDelta=0.024648355320096016
Fitness changed from -3.9387978576123714 to -3.9634462129324675
Iteration 14 complete. Error: -3.9634462129324675 Total: 141.4179; Orientation: 1.9996; Line Search: 104.4823
Adding measurement 25c51008 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.062e+03, gradient 9.183e-05, dot -0.239; [84b3aa76-53ad-475c-9a93-cb68df98267c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.9634462129324675, -2.5571955665946007, -2.3082736283540726, -2.308273546397686
LBFGS Accumulation History: 3 points
Removed measurement 25c51008 to history. Total: 3
th(0)=-3.9634462129324675;dx=-8.084614624977786E-9
Armijo: th(4.2000000000000015E7)=-3.5576188303530216; dx=1.2098255415314525E-8 evalInputDelta=-0.40582738257944584
Armijo: th(2.1000000000000007E7)=-3.858789287507534; dx=1.0782576075617134E-8 evalInputDelta=-0.10465692542493343
New Minimum: -3.9634462129324675 > -3.9831664003431797
WOLF (strong): th(7000000.000000003)=-3.9831664003431797; dx=2.5038440176372087E-9 evalInputDelta=0.019720187410712242
END: th(1750000.0000000007)=-3.976756324991584; dx=-4.976301300812777E-9 evalInputDelta=0.013310112059116364
Fitness changed from -3.9634462129324675 to -3.9831664003431797
Iteration 15 complete. Error: -3.9831664003431797 Total: 213.6592; Orientation: 2.0910; Line Search: 176.4623
Adding measurement 38cfa2f6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.619e+03, gradient 6.989e-05, dot -0.380; [84b3aa76-53ad-475c-9a93-cb68df98267c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.9831664003431797, -2.5571955665946007, -2.3082736283540726, -2.308273546397686
LBFGS Accumulation History: 3 points
Removed measurement 38cfa2f6 to history. Total: 3
th(0)=-3.9831664003431797;dx=-4.591338844117014E-9
New Minimum: -3.9831664003431797 > -3.997871473431587
END: th(3770260.7075557983)=-3.997871473431587; dx=-1.8016382038157418E-9 evalInputDelta=0.014705073088407516
Fitness changed from -3.9831664003431797 to -3.997871473431587
Iteration 16 complete. Error: -3.997871473431587 Total: 107.1354; Orientation: 2.0280; Line Search: 70.1577
Adding measurement 97cad4a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.527e+03, gradient 3.972e-05, dot -0.638; [84b3aa76-53ad-475c-9a93-cb68df98267c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.997871473431587, -2.5571955665946007, -2.3082736283540726, -2.308273546397686
LBFGS Accumulation History: 3 points
Removed measurement 97cad4a to history. Total: 3
th(0)=-3.997871473431587;dx=-1.4933668570347406E-9
New Minimum: -3.997871473431587 > -4.012545833364129
END: th(8122780.458822368)=-4.012545833364129; dx=-1.2128527818660278E-9 evalInputDelta=0.014674359932541847
Fitness changed from -3.997871473431587 to -4.012545833364129
Iteration 17 complete. Error: -4.012545833364129 Total: 106.9196; Orientation: 2.0551; Line Search: 69.8418
Adding measurement f1b75d5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.480e+03, gradient 3.782e-05, dot -0.638; [84b3aa76-53ad-475c-9a93-cb68df98267c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -4.012545833364129, -2.5571955665946007, -2.3082736283540726, -2.308273546397686
LBFGS Accumulation History: 3 points
Removed measurement f1b75d5 to history. Total: 3
th(0)=-4.012545833364129;dx=-1.3827930384884346E-9
New Minimum: -4.012545833364129 > -4.039102049544454
END: th(1.750000000000001E7)=-4.039102049544454; dx=-1.028062427530121E-9 evalInputDelta=0.026556216180324554
Fitness changed from -4.012545833364129 to -4.039102049544454
Iteration 18 complete. Error: -4.039102049544454 Total: 106.7400; Orientation: 2.0570; Line Search: 69.7464
Adding measurement 431556d1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.551e+03, gradient 4.041e-05, dot -0.573; [84b3aa76-53ad-475c-9a93-cb68df98267c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -4.039102049544454, -2.5571955665946007, -2.3082736283540726, -2.308273546397686
LBFGS Accumulation History: 3 points
Removed measurement 431556d1 to history. Total: 3
th(0)=-4.039102049544454;dx=-1.564144193118889E-9
New Minimum: -4.039102049544454 > -4.039639899507165
WOLF (strong): th(3.770260707555799E7)=-4.039639899507165; dx=1.2976337300484476E-9 evalInputDelta=5.378499627113342E-4
New Minimum: -4.039639899507165 > -4.055377030745149
WOLF (strong): th(1.8851303537778996E7)=-4.055377030745149; dx=1.698636640355604E-10 evalInputDelta=0.016274981200695038
END: th(6283767.845926332)=-4.048919100314379; dx=-9.039823504764785E-10 evalInputDelta=0.009817050769925117
Fitness changed from -4.039102049544454 to -4.055377030745149
Iteration 19 complete. Error: -4.055377030745149 Total: 178.5740; Orientation: 2.4374; Line Search: 141.1552
Adding measurement 16fc5cdb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.140e+03, gradient 7.538e-05, dot -0.239; [84b3aa76-53ad-475c-9a93-cb68df98267c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -4.055377030745149, -2.5571955665946007, -2.3082736283540726, -2.308273546397686
LBFGS Accumulation History: 3 points
Removed measurement 16fc5cdb to history. Total: 3
th(0)=-4.055377030745149;dx=-5.329982614855522E-9
Armijo: th(1.3537967431370616E7)=-4.044340692460537; dx=5.348359735681456E-9 evalInputDelta=-0.011036338284611702
New Minimum: -4.055377030745149 > -4.071424886584282
WOLF (strong): th(6768983.715685308)=-4.071424886584282; dx=1.262148590329082E-9 evalInputDelta=0.016047855839133263
END: th(2256327.905228436)=-4.066653270274401; dx=-2.8588997316208025E-9 evalInputDelta=0.011276239529252052
Fitness changed from -4.055377030745149 to -4.071424886584282
Iteration 20 complete. Error: -4.071424886584282 Total: 178.4471; Orientation: 2.0203; Line Search: 139.0390
Final threshold in iteration 21: -4.071424886584282 (> -Infinity) after 3027.073s (< 5400.000s)
