Reset training subject: 1733768482773
Reset training subject: 1734609232892
Adding measurement 12580466 to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=-2.7605577464823456;dx=-7.324568067615606E-4
New Minimum: -2.7605577464823456 > -2.7619861019431906
WOLFE (weak): th(2.154434690031884)=-2.7619861019431906; dx=-7.318195071842617E-4 evalInputDelta=0.0014283554608449656
New Minimum: -2.7619861019431906 > -2.7634164026583923
WOLFE (weak): th(4.308869380063768)=-2.7634164026583923; dx=-7.252120572958878E-4 evalInputDelta=0.0028586561760466367
New Minimum: -2.7634164026583923 > -2.7691119676237386
WOLFE (weak): th(12.926608140191302)=-2.7691119676237386; dx=-7.257034533818613E-4 evalInputDelta=0.008554221141392926
New Minimum: -2.7691119676237386 > -2.7946234273734754
WOLFE (weak): th(51.70643256076521)=-2.7946234273734754; dx=-7.253809056473373E-4 evalInputDelta=0.03406568089112971
New Minimum: -2.7946234273734754 > -2.929671813347973
WOLFE (weak): th(258.53216280382605)=-2.929671813347973; dx=-7.081367582863139E-4 evalInputDelta=0.16911406686562724
New Minimum: -2.929671813347973 > -3.7281930695372965
END: th(1551.1929768229563)=-3.7281930695372965; dx=-6.119446964237383E-4 evalInputDelta=0.9676353230549508
Fitness changed from -2.7605577464823456 to -3.7281930695372965
Iteration 1 complete. Error: -3.7281930695372965 Total: 8.7530; Orientation: 0.0203; Line Search: 6.2038
<a id="p-3"></a>Iteration 1
<a id="p-2"></a>![Iteration 1](etc/9bb486eb-c4b7-4c58-9b4a-d3cd1cc3b119.jpg)
Adding measurement 5c6eb1a4 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-3.7281930695372965;dx=-7.018178898991396E-4
New Minimum: -3.7281930695372965 > -5.3904895042252665
END: th(3341.943960201201)=-5.3904895042252665; dx=-3.8050374232150437E-4 evalInputDelta=1.66229643468797
Fitness changed from -3.7281930695372965 to -5.3904895042252665
Iteration 2 complete. Error: -5.3904895042252665 Total: 2.6694; Orientation: 0.0196; Line Search: 1.7723
<a id="p-5"></a>Iteration 2
<a id="p-4"></a>![Iteration 2](etc/be48861e-02b6-4c32-ae54-da56a78a3e90.jpg)
Adding measurement 3d371fa8 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-5.3904895042252665;dx=-5.479236146300064E-4
New Minimum: -5.3904895042252665 > -7.546595815874633
END: th(7200.000000000001)=-7.546595815874633; dx=-1.9419224116863987E-4 evalInputDelta=2.156106311649366
Fitness changed from -5.3904895042252665 to -7.546595815874633
Iteration 3 complete. Error: -7.546595815874633 Total: 2.6739; Orientation: 0.0206; Line Search: 1.7934
<a id="p-7"></a>Iteration 3
<a id="p-6"></a>![Iteration 3](etc/ba946a01-6e9c-4628-bb92-968ab41b8cca.jpg)
Adding measurement 66b23e7e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.423e+02, gradient 2.528e-02, dot -0.345; [8eed2d40-ca1c-468b-8a20-5ab6633341e1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -7.546595815874633, -5.3904895042252665, -3.7281930695372965, -2.7605577464823456
LBFGS Accumulation History: 3 points
Removed measurement 66b23e7e to history. Total: 3
th(0)=-7.546595815874633;dx=-6.359512136992635E-4
New Minimum: -7.546595815874633 > -8.86593077545546
WOLF (strong): th(15511.929768229566)=-8.86593077545546; dx=6.726891768646035E-6 evalInputDelta=1.3193349595808277
New Minimum: -8.86593077545546 > -9.055575462103963
END: th(7755.964884114783)=-9.055575462103963; dx=-5.586644493725626E-5 evalInputDelta=1.5089796462293306
Fitness changed from -7.546595815874633 to -9.055575462103963
Iteration 4 complete. Error: -9.055575462103963 Total: 4.2155; Orientation: 0.4907; Line Search: 2.8533
<a id="p-9"></a>Iteration 4
<a id="p-8"></a>![Iteration 4](etc/8a04e43f-fae0-44af-b093-ff091ec4bc1a.jpg)
Adding measurement 18e30a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.421e+03, gradient 3.057e-02, dot -0.313; [8eed2d40-ca1c-468b-8a20-5ab6633341e1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -9.055575462103963, -5.3904895042252665, -3.7281930695372965, -2.7605577464823456
LBFGS Accumulation History: 3 points
Removed measurement 18e30a to history. Total: 3
th(0)=-9.055575462103963;dx=-9.31794031318361E-4
New Minimum: -9.055575462103963 > -9.424369174749826
WOLF (strong): th(16709.71980100601)=-9.424369174749826; dx=8.632000112054086E-5 evalInputDelta=0.36879371264586247
New Minimum: -9.424369174749826 > -10.39960152058277
WOLF (strong): th(8354.859900503005)=-10.39960152058277; dx=1.0967171552703922E-4 evalInputDelta=1.344026058478807
New Minimum: -10.39960152058277 > -10.474628722135847
END: th(2784.953300167668)=-10.474628722135847; dx=-2.7264793804150785E-4 evalInputDelta=1.419053260031884
Fitness changed from -9.055575462103963 to -10.474628722135847
Iteration 5 complete. Error: -10.474628722135847 Total: 5.6807; Orientation: 0.4896; Line Search: 4.3130
<a id="p-11"></a>Iteration 5
<a id="p-10"></a>![Iteration 5](etc/abe34560-a8a9-4102-ab3b-951fd2af788b.jpg)
Adding measurement 22a09b7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.576e+03, gradient 2.194e-02, dot -0.371; [8eed2d40-ca1c-468b-8a20-5ab6633341e1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -10.474628722135847, -5.3904895042252665, -3.7281930695372965, -2.7605577464823456
LBFGS Accumulation History: 3 points
Removed measurement 22a09b7 to history. Total: 3
th(0)=-10.474628722135847;dx=-4.7892866567025855E-4
New Minimum: -10.474628722135847 > -11.70137192960428
END: th(6000.000000000002)=-11.70137192960428; dx=-1.3631592224545923E-4 evalInputDelta=1.2267432074684326
Fitness changed from -10.474628722135847 to -11.70137192960428
Iteration 6 complete. Error: -11.70137192960428 Total: 3.1442; Orientation: 0.5007; Line Search: 1.7774
Adding measurement 5dbd33ff to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.102e+03, gradient 2.638e-02, dot -0.331; [8eed2d40-ca1c-468b-8a20-5ab6633341e1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -11.70137192960428, -5.3904895042252665, -3.7281930695372965, -2.7605577464823456
LBFGS Accumulation History: 3 points
Removed measurement 5dbd33ff to history. Total: 3
th(0)=-11.70137192960428;dx=-6.938563042806896E-4
New Minimum: -11.70137192960428 > -12.121405446373872
WOLF (strong): th(12926.608140191307)=-12.121405446373872; dx=8.026018812305779E-5 evalInputDelta=0.42003351676959255
New Minimum: -12.121405446373872 > -12.686166435355782
WOLF (strong): th(6463.3040700956535)=-12.686166435355782; dx=4.697468242567549E-5 evalInputDelta=0.984794505751502
END: th(2154.4346900318847)=-12.518521738655085; dx=-2.652801446324921E-4 evalInputDelta=0.8171498090508056
Fitness changed from -11.70137192960428 to -12.686166435355782
Iteration 7 complete. Error: -12.686166435355782 Total: 4.8777; Orientation: 0.4862; Line Search: 3.5510
Adding measurement 4bca6f56 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.610e+03, gradient 3.140e-02, dot -0.222; [8eed2d40-ca1c-468b-8a20-5ab6633341e1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -12.686166435355782, -5.3904895042252665, -3.7281930695372965, -2.7605577464823456
LBFGS Accumulation History: 3 points
Removed measurement 4bca6f56 to history. Total: 3
th(0)=-12.686166435355782;dx=-9.833922377225487E-4
New Minimum: -12.686166435355782 > -13.916144016896896
END: th(4641.588833612781)=-13.916144016896896; dx=-4.379071008329391E-6 evalInputDelta=1.2299775815411138
Fitness changed from -12.686166435355782 to -13.916144016896896
Iteration 8 complete. Error: -13.916144016896896 Total: 3.1086; Orientation: 0.4897; Line Search: 1.7702
Adding measurement 73cde9d4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.817e+03, gradient 2.560e-02, dot -0.311; [8eed2d40-ca1c-468b-8a20-5ab6633341e1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -13.916144016896896, -5.3904895042252665, -3.7281930695372965, -2.7605577464823456
LBFGS Accumulation History: 3 points
Removed measurement 73cde9d4 to history. Total: 3
th(0)=-13.916144016896896;dx=-6.53251936584553E-4
New Minimum: -13.916144016896896 > -14.63030726101065
WOLF (strong): th(10000.000000000005)=-14.63030726101065; dx=1.24117190196493E-4 evalInputDelta=0.7141632441137542
New Minimum: -14.63030726101065 > -15.227553256915769
END: th(5000.000000000003)=-15.227553256915769; dx=-6.384812660224713E-5 evalInputDelta=1.3114092400188735
Fitness changed from -13.916144016896896 to -15.227553256915769
Iteration 9 complete. Error: -15.227553256915769 Total: 4.0535; Orientation: 0.5581; Line Search: 2.6635
Adding measurement 53c3cc79 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.846e+03, gradient 2.589e-02, dot -0.288; [8eed2d40-ca1c-468b-8a20-5ab6633341e1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -15.227553256915769, -5.3904895042252665, -3.7281930695372965, -2.7605577464823456
LBFGS Accumulation History: 3 points
Removed measurement 53c3cc79 to history. Total: 3
th(0)=-15.227553256915769;dx=-6.673323937595786E-4
New Minimum: -15.227553256915769 > -15.370198228959485
WOLF (strong): th(10772.173450159426)=-15.370198228959485; dx=1.1172053968629052E-4 evalInputDelta=0.1426449720437155
New Minimum: -15.370198228959485 > -16.087483538262635
WOLF (strong): th(5386.086725079713)=-16.087483538262635; dx=5.029117326501029E-6 evalInputDelta=0.8599302813468661
END: th(1795.3622416932376)=-15.906532985656817; dx=-3.127415898755207E-4 evalInputDelta=0.678979728741048
Fitness changed from -15.227553256915769 to -16.087483538262635
Iteration 10 complete. Error: -16.087483538262635 Total: 4.9169; Orientation: 0.4922; Line Search: 3.5832
<a id="p-13"></a>Iteration 10
<a id="p-12"></a>![Iteration 10](etc/41be93e0-6f82-4c96-b5a7-ad200c38b00d.jpg)
Adding measurement 14d0dc21 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.668e+03, gradient 2.997e-02, dot -0.252; [8eed2d40-ca1c-468b-8a20-5ab6633341e1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -16.087483538262635, -5.3904895042252665, -3.7281930695372965, -2.7605577464823456
LBFGS Accumulation History: 3 points
Removed measurement 14d0dc21 to history. Total: 3
th(0)=-16.087483538262635;dx=-8.953395952113989E-4
New Minimum: -16.087483538262635 > -17.049751132786042
WOLF (strong): th(3867.9906946773185)=-17.049751132786042; dx=3.643343727395137E-5 evalInputDelta=0.9622675945234072
END: th(1933.9953473386593)=-17.015088670945733; dx=-3.0079405132355517E-4 evalInputDelta=0.9276051326830981
Fitness changed from -16.087483538262635 to -17.049751132786042
Iteration 11 complete. Error: -17.049751132786042 Total: 4.0804; Orientation: 0.4847; Line Search: 2.6457
Adding measurement 58ba4667 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.861e+03, gradient 2.745e-02, dot -0.280; [8eed2d40-ca1c-468b-8a20-5ab6633341e1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -17.049751132786042, -5.3904895042252665, -3.7281930695372965, -2.7605577464823456
LBFGS Accumulation History: 3 points
Removed measurement 58ba4667 to history. Total: 3
th(0)=-17.049751132786042;dx=-7.489532553910669E-4
New Minimum: -17.049751132786042 > -17.87373273706646
END: th(4166.66666666667)=-17.87373273706646; dx=-1.4755959555481142E-5 evalInputDelta=0.8239816042804193
Fitness changed from -17.049751132786042 to -17.87373273706646
Iteration 12 complete. Error: -17.87373273706646 Total: 3.1375; Orientation: 0.4847; Line Search: 1.8124
Adding measurement 4e960790 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.404e+03, gradient 2.583e-02, dot -0.286; [8eed2d40-ca1c-468b-8a20-5ab6633341e1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -17.87373273706646, -5.3904895042252665, -3.7281930695372965, -2.7605577464823456
LBFGS Accumulation History: 3 points
Removed measurement 4e960790 to history. Total: 3
th(0)=-17.87373273706646;dx=-6.649079696617738E-4
New Minimum: -17.87373273706646 > -18.21431456298292
WOLF (strong): th(8976.81120846619)=-18.21431456298292; dx=1.728201778279659E-4 evalInputDelta=0.340581825916459
New Minimum: -18.21431456298292 > -18.83723325947457
END: th(4488.405604233095)=-18.83723325947457; dx=-1.9065563186670356E-5 evalInputDelta=0.9635005224081077
Fitness changed from -17.87373273706646 to -18.83723325947457
Iteration 13 complete. Error: -18.83723325947457 Total: 4.0199; Orientation: 0.4897; Line Search: 2.6847
Adding measurement 336e5e0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.221e+03, gradient 2.531e-02, dot -0.305; [8eed2d40-ca1c-468b-8a20-5ab6633341e1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -18.83723325947457, -5.3904895042252665, -3.7281930695372965, -2.7605577464823456
LBFGS Accumulation History: 3 points
Removed measurement 336e5e0 to history. Total: 3
th(0)=-18.83723325947457;dx=-6.366365632743962E-4
Armijo: th(9669.976736693297)=-18.712371055108672; dx=2.008165395747623E-4 evalInputDelta=-0.1248622043658969
New Minimum: -18.83723325947457 > -19.65848762128954
WOLF (strong): th(4834.988368346649)=-19.65848762128954; dx=1.690374156172574E-5 evalInputDelta=0.8212543618149724
END: th(1611.662789448883)=-19.41095962058802; dx=-3.574350708853836E-4 evalInputDelta=0.5737263611134509
Fitness changed from -18.83723325947457 to -19.65848762128954
Iteration 14 complete. Error: -19.65848762128954 Total: 4.8813; Orientation: 0.4938; Line Search: 3.5654
Adding measurement 6573006 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.248e+03, gradient 2.734e-02, dot -0.265; [8eed2d40-ca1c-468b-8a20-5ab6633341e1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -19.65848762128954, -5.3904895042252665, -3.7281930695372965, -2.7605577464823456
LBFGS Accumulation History: 3 points
Removed measurement 6573006 to history. Total: 3
th(0)=-19.65848762128954;dx=-7.450768533133132E-4
New Minimum: -19.65848762128954 > -20.6281336912622
END: th(3472.2222222222254)=-20.6281336912622; dx=-8.02392867302292E-5 evalInputDelta=0.9696460699726579
Fitness changed from -19.65848762128954 to -20.6281336912622
Iteration 15 complete. Error: -20.6281336912622 Total: 3.0984; Orientation: 0.4823; Line Search: 1.7828
<a id="p-15"></a>Iteration 15
<a id="p-14"></a>![Iteration 15](etc/65f47dcc-5e68-4d7d-ac67-dbf0ea88a245.jpg)
Adding measurement 6581f4fa to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.080e+04, gradient 2.282e-02, dot -0.341; [8eed2d40-ca1c-468b-8a20-5ab6633341e1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -20.6281336912622, -5.3904895042252665, -3.7281930695372965, -2.7605577464823456
LBFGS Accumulation History: 3 points
Removed measurement 6581f4fa to history. Total: 3
th(0)=-20.6281336912622;dx=-5.177072734117108E-4
New Minimum: -20.6281336912622 > -20.91504462717074
WOLF (strong): th(7480.676007055159)=-20.91504462717074; dx=9.781714466939898E-5 evalInputDelta=0.28691093590854067
New Minimum: -20.91504462717074 > -21.351862546300904
END: th(3740.3380035275795)=-21.351862546300904; dx=-1.2636913359392096E-4 evalInputDelta=0.7237288550387042
Fitness changed from -20.6281336912622 to -21.351862546300904
Iteration 16 complete. Error: -21.351862546300904 Total: 4.1295; Orientation: 0.5961; Line Search: 2.6599
Adding measurement 1e3effc3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.955e+03, gradient 2.235e-02, dot -0.325; [8eed2d40-ca1c-468b-8a20-5ab6633341e1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -21.351862546300904, -5.3904895042252665, -3.7281930695372965, -2.7605577464823456
LBFGS Accumulation History: 3 points
Removed measurement 1e3effc3 to history. Total: 3
th(0)=-21.351862546300904;dx=-4.975633124955006E-4
New Minimum: -21.351862546300904 > -21.938676671396728
WOLF (strong): th(8058.313947244416)=-21.938676671396728; dx=6.743898543702597E-5 evalInputDelta=0.5868141250958239
New Minimum: -21.938676671396728 > -22.16829754853538
END: th(4029.156973622208)=-22.16829754853538; dx=-7.780531808008971E-5 evalInputDelta=0.8164350022344777
Fitness changed from -21.351862546300904 to -22.16829754853538
Iteration 17 complete. Error: -22.16829754853538 Total: 4.0094; Orientation: 0.4889; Line Search: 2.6798
Adding measurement 170490cd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.221e+04, gradient 2.388e-02, dot -0.316; [8eed2d40-ca1c-468b-8a20-5ab6633341e1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -22.16829754853538, -5.3904895042252665, -3.7281930695372965, -2.7605577464823456
LBFGS Accumulation History: 3 points
Removed measurement 170490cd to history. Total: 3
th(0)=-22.16829754853538;dx=-5.680345145453226E-4
Armijo: th(8680.555555555566)=-21.498897868112422; dx=1.957850980741259E-4 evalInputDelta=-0.6693996804229592
New Minimum: -22.16829754853538 > -22.59982586320971
WOLF (strong): th(4340.277777777783)=-22.59982586320971; dx=4.911183697020953E-5 evalInputDelta=0.4315283146743276
END: th(1446.759259259261)=-22.594152682142823; dx=-3.1881104864617146E-4 evalInputDelta=0.42585513360744187
Fitness changed from -22.16829754853538 to -22.59982586320971
Iteration 18 complete. Error: -22.59982586320971 Total: 5.6668; Orientation: 0.4925; Line Search: 4.3486
Adding measurement 1b2513b4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.550e+04, gradient 2.858e-02, dot -0.257; [8eed2d40-ca1c-468b-8a20-5ab6633341e1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -22.59982586320971, -5.3904895042252665, -3.7281930695372965, -2.7605577464823456
LBFGS Accumulation History: 3 points
Removed measurement 1b2513b4 to history. Total: 3
th(0)=-22.59982586320971;dx=-8.143613905537623E-4
New Minimum: -22.59982586320971 > -23.411901117472723
END: th(3116.948336272984)=-23.411901117472723; dx=-1.941649464480766E-5 evalInputDelta=0.8120752542630143
Fitness changed from -22.59982586320971 to -23.411901117472723
Iteration 19 complete. Error: -23.411901117472723 Total: 3.1443; Orientation: 0.5187; Line Search: 1.7807
Adding measurement 4ef922b3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.774e+04, gradient 2.283e-02, dot -0.339; [8eed2d40-ca1c-468b-8a20-5ab6633341e1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -23.411901117472723, -5.3904895042252665, -3.7281930695372965, -2.7605577464823456
LBFGS Accumulation History: 3 points
Removed measurement 4ef922b3 to history. Total: 3
th(0)=-23.411901117472723;dx=-5.195485227213726E-4
New Minimum: -23.411901117472723 > -23.814444223063184
WOLF (strong): th(6715.2616227036815)=-23.814444223063184; dx=1.2132736787053907E-4 evalInputDelta=0.40254310559046047
New Minimum: -23.814444223063184 > -24.097020097749002
END: th(3357.6308113518407)=-24.097020097749002; dx=-1.5133115305575537E-4 evalInputDelta=0.6851189802762789
Fitness changed from -23.411901117472723 to -24.097020097749002
Iteration 20 complete. Error: -24.097020097749002 Total: 4.0113; Orientation: 0.4889; Line Search: 2.6705
<a id="p-17"></a>Iteration 20
<a id="p-16"></a>![Iteration 20](etc/405c08a5-3325-4d66-b0dd-9cf95763dd5f.jpg)
Adding measurement 5056645e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.777e+04, gradient 2.102e-02, dot -0.356; [8eed2d40-ca1c-468b-8a20-5ab6633341e1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -24.097020097749002, -5.3904895042252665, -3.7281930695372965, -2.7605577464823456
LBFGS Accumulation History: 3 points
Removed measurement 5056645e to history. Total: 3
th(0)=-24.097020097749002;dx=-4.401295769061133E-4
New Minimum: -24.097020097749002 > -24.551733773736576
END: th(7233.796296296306)=-24.551733773736576; dx=-2.039345132135854E-5 evalInputDelta=0.4547136759875734
Fitness changed from -24.097020097749002 to -24.551733773736576
Iteration 21 complete. Error: -24.551733773736576 Total: 3.2376; Orientation: 0.5856; Line Search: 1.7731
Adding measurement 488638ca to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.194e+04, gradient 2.903e-02, dot -0.253; [8eed2d40-ca1c-468b-8a20-5ab6633341e1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -24.551733773736576, -5.3904895042252665, -3.7281930695372965, -2.7605577464823456
LBFGS Accumulation History: 3 points
Removed measurement 488638ca to history. Total: 3
th(0)=-24.551733773736576;dx=-8.404520486261991E-4
Armijo: th(15584.74168136492)=-21.470512404801188; dx=3.0773063551522306E-4 evalInputDelta=-3.0812213689353882
New Minimum: -24.551733773736576 > -24.69233950474708
WOLF (strong): th(7792.37084068246)=-24.69233950474708; dx=3.0095095944149654E-4 evalInputDelta=0.14060573101050267
New Minimum: -24.69233950474708 > -25.64954614431479
END: th(2597.456946894153)=-25.64954614431479; dx=-2.1108548609230347E-4 evalInputDelta=1.0978123705782146
Fitness changed from -24.551733773736576 to -25.64954614431479
Iteration 22 complete. Error: -25.64954614431479 Total: 4.9056; Orientation: 0.4885; Line Search: 3.5751
Adding measurement 178ba336 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.029e+05, gradient 2.159e-02, dot -0.349; [8eed2d40-ca1c-468b-8a20-5ab6633341e1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -25.64954614431479, -5.3904895042252665, -3.7281930695372965, -2.7605577464823456
LBFGS Accumulation History: 3 points
Removed measurement 178ba336 to history. Total: 3
th(0)=-25.64954614431479;dx=-4.6446284736391174E-4
New Minimum: -25.64954614431479 > -26.047471162195073
END: th(5596.051352253068)=-26.047471162195073; dx=-1.3899515659743662E-5 evalInputDelta=0.3979250178802829
Fitness changed from -25.64954614431479 to -26.047471162195073
Iteration 23 complete. Error: -26.047471162195073 Total: 3.0881; Orientation: 0.4880; Line Search: 1.7693
Adding measurement 24cc219e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.767e+04, gradient 2.893e-02, dot -0.258; [8eed2d40-ca1c-468b-8a20-5ab6633341e1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -26.047471162195073, -5.3904895042252665, -3.7281930695372965, -2.7605577464823456
LBFGS Accumulation History: 3 points
Removed measurement 24cc219e to history. Total: 3
th(0)=-26.047471162195073;dx=-8.339930099739755E-4
Armijo: th(12056.327160493844)=-24.233458411601443; dx=2.8822326011449455E-4 evalInputDelta=-1.8140127505936299
New Minimum: -26.047471162195073 > -26.420531586758663
WOLF (strong): th(6028.163580246922)=-26.420531586758663; dx=2.6058849883571185E-4 evalInputDelta=0.37306042456359023
New Minimum: -26.420531586758663 > -26.928768646603977
END: th(2009.3878600823073)=-26.928768646603977; dx=-2.4590529387088047E-4 evalInputDelta=0.8812974844089041
Fitness changed from -26.047471162195073 to -26.928768646603977
Iteration 24 complete. Error: -26.928768646603977 Total: 4.8517; Orientation: 0.4845; Line Search: 3.5319
Adding measurement 32c14d6d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.568e+06, gradient 1.972e-02, dot -0.373; [8eed2d40-ca1c-468b-8a20-5ab6633341e1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -26.928768646603977, -5.3904895042252665, -3.7281930695372965, -2.7605577464823456
LBFGS Accumulation History: 3 points
Removed measurement 32c14d6d to history. Total: 3
th(0)=-26.928768646603977;dx=-3.873973798831866E-4
New Minimum: -26.928768646603977 > -27.505675992728932
END: th(4329.094911490256)=-27.505675992728932; dx=-1.3989253024583424E-4 evalInputDelta=0.5769073461249548
Fitness changed from -26.928768646603977 to -27.505675992728932
Iteration 25 complete. Error: -27.505675992728932 Total: 3.0925; Orientation: 0.4851; Line Search: 1.7693
<a id="p-19"></a>Iteration 25
<a id="p-18"></a>![Iteration 25](etc/7348ffb4-b916-4c79-9c7e-d67b5fd38890.jpg)
Adding measurement 2df43717 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.579e+06, gradient 2.240e-02, dot -0.333; [8eed2d40-ca1c-468b-8a20-5ab6633341e1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -27.505675992728932, -5.3904895042252665, -3.7281930695372965, -2.7605577464823456
LBFGS Accumulation History: 3 points
Removed measurement 2df43717 to history. Total: 3
th(0)=-27.505675992728932;dx=-5.000516442458102E-4
Armijo: th(9326.752253755116)=-27.444291249689762; dx=9.29363236120438E-5 evalInputDelta=-0.061384743039170075
New Minimum: -27.505675992728932 > -28.051296395813015
END: th(4663.376126877558)=-28.051296395813015; dx=-2.8450867902978974E-5 evalInputDelta=0.545620403084083
Fitness changed from -27.505675992728932 to -28.051296395813015
Iteration 26 complete. Error: -28.051296395813015 Total: 4.2131; Orientation: 0.4872; Line Search: 2.8637
Adding measurement 468e73b7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.008e+05, gradient 2.497e-02, dot -0.282; [8eed2d40-ca1c-468b-8a20-5ab6633341e1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -28.051296395813015, -5.3904895042252665, -3.7281930695372965, -2.7605577464823456
LBFGS Accumulation History: 3 points
Removed measurement 468e73b7 to history. Total: 3
th(0)=-28.051296395813015;dx=-6.213610803984741E-4
Armijo: th(10046.939300411539)=-26.9824778260344; dx=3.2726459432203957E-4 evalInputDelta=-1.068818569778614
New Minimum: -28.051296395813015 > -28.579582393829014
WOLF (strong): th(5023.4696502057695)=-28.579582393829014; dx=9.053886949202317E-5 evalInputDelta=0.5282859980159991
New Minimum: -28.579582393829014 > -28.586525540239887
END: th(1674.4898834019232)=-28.586525540239887; dx=-3.4052400707646055E-4 evalInputDelta=0.5352291444268715
Fitness changed from -28.051296395813015 to -28.586525540239887
Iteration 27 complete. Error: -28.586525540239887 Total: 4.9488; Orientation: 0.5133; Line Search: 3.5889
Adding measurement 5450d067 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.341e+03, gradient 1.942e-02, dot -0.321; [8eed2d40-ca1c-468b-8a20-5ab6633341e1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -28.586525540239887, -5.3904895042252665, -3.7281930695372965, -2.7605577464823456
LBFGS Accumulation History: 3 points
Removed measurement 5450d067 to history. Total: 3
th(0)=-28.586525540239887;dx=-3.754233413297337E-4
New Minimum: -28.586525540239887 > -29.074072412958827
END: th(3607.5790929085474)=-29.074072412958827; dx=-1.6505577145477663E-4 evalInputDelta=0.4875468727189407
Fitness changed from -28.586525540239887 to -29.074072412958827
Iteration 28 complete. Error: -29.074072412958827 Total: 3.1059; Orientation: 0.4875; Line Search: 1.7815
Adding measurement 7d67163b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.667e+04, gradient 2.086e-02, dot -0.335; [8eed2d40-ca1c-468b-8a20-5ab6633341e1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -29.074072412958827, -5.3904895042252665, -3.7281930695372965, -2.7605577464823456
LBFGS Accumulation History: 3 points
Removed measurement 7d67163b to history. Total: 3
th(0)=-29.074072412958827;dx=-4.3296625814665934E-4
New Minimum: -29.074072412958827 > -29.44815372135957
WOLF (strong): th(7772.293544795931)=-29.44815372135957; dx=3.511463889752449E-5 evalInputDelta=0.3740813084007435
New Minimum: -29.44815372135957 > -29.642065598794012
END: th(3886.1467723979654)=-29.642065598794012; dx=-8.835756753883187E-5 evalInputDelta=0.567993185835185
Fitness changed from -29.074072412958827 to -29.642065598794012
Iteration 29 complete. Error: -29.642065598794012 Total: 4.0731; Orientation: 0.4910; Line Search: 2.7455
Adding measurement 67d04b8 to history. Total: 3
Accepted: LBFGS Orientation magnitude: 2.826e+03, gradient 2.277e-02, dot 0.446; [8eed2d40-ca1c-468b-8a20-5ab6633341e1 = 1.000/1.000e+00]
Constructing line search parameters: LBFGS+Trust
th(0)=-29.642065598794012;dx=-28.671302345565586
Armijo: th(8372.449417009617)=-5.525111293199956; dx=9.850029929855868E-5 evalInputDelta=-24.116954305594057
Armijo: th(4186.224708504808)=-5.548777786951771; dx=1.6695172756018648E-4 evalInputDelta=-24.09328781184224
Armijo: th(1395.4082361682695)=-5.5922819180290935; dx=5.549168335458012E-4 evalInputDelta=-24.049783680764918
Armijo: th(348.85205904206737)=-5.483649700298341; dx=0.0024341029575668466 evalInputDelta=-24.158415898495672
Armijo: th(69.77041180841347)=-5.0015872528373055; dx=0.030156394362270494 evalInputDelta=-24.64047834595671
Armijo: th(11.628401968068912)=-18.16564772756412; dx=1.4805422031803874 evalInputDelta=-11.476417871229891
New Minimum: -29.642065598794012 > -32.5522406761118
WOLF (strong): th(1.6612002811527018)=-32.5522406761118; dx=0.04055538945251941 evalInputDelta=2.9101750773177884
END: th(0.20765003514408772)=-31.999165996115632; dx=-9.433225814686157 evalInputDelta=2.35710039732162
Fitness changed from -29.642065598794012 to -32.5522406761118
Iteration 30 complete. Error: -32.5522406761118 Total: 10.4256; Orientation: 0.5668; Line Search: 8.9732
<a id="p-21"></a>Iteration 30
<a id="p-20"></a>![Iteration 30](etc/c8b96e89-b785-4b5e-970a-8cd03e72023c.jpg)
Adding measurement 6ad0b61d to history. Total: 4
Rejected: LBFGS Orientation magnitude: 6.847e+02, gradient 3.488e-02, dot -0.087; [8eed2d40-ca1c-468b-8a20-5ab6633341e1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -32.5522406761118, -29.642065598794012, -5.3904895042252665, -3.7281930695372965, -2.7605577464823456
Rejected: LBFGS Orientation magnitude: 8.365e+02, gradient 3.488e-02, dot -0.101; [8eed2d40-ca1c-468b-8a20-5ab6633341e1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -32.5522406761118, -29.642065598794012, -5.3904895042252665, -3.7281930695372965
LBFGS Accumulation History: 3 points
Removed measurement 6ad0b61d to history. Total: 4
Removed measurement 67d04b8 to history. Total: 3
th(0)=-32.5522406761118;dx=-0.001214167742457406
New Minimum: -32.5522406761118 > -32.552732068287774
WOLFE (weak): th(0.4473684391007624)=-32.552732068287774; dx=-0.0012061580491492477 evalInputDelta=4.91392175973715E-4
New Minimum: -32.552732068287774 > -32.553224533004496
WOLFE (weak): th(0.8947368782015248)=-32.553224533004496; dx=-0.001205735269919413 evalInputDelta=9.838568926952007E-4
New Minimum: -32.553224533004496 > -32.5552040364112
WOLFE (weak): th(2.6842106346045744)=-32.5552040364112; dx=-0.0012064314178121091 evalInputDelta=0.002963360299396811
New Minimum: -32.5552040364112 > -32.564081703318806
WOLFE (weak): th(10.736842538418298)=-32.564081703318806; dx=-0.001205374030029049 evalInputDelta=0.011841027207005084
New Minimum: -32.564081703318806 > -32.61140928622356
WOLFE (weak): th(53.68421269209149)=-32.61140928622356; dx=-0.0012000292867656397 evalInputDelta=0.059168610111761666
New Minimum: -32.61140928622356 > -32.90445665811962
WOLFE (weak): th(322.105276152549)=-32.90445665811962; dx=-0.0011833831998023757 evalInputDelta=0.3522159820078201
New Minimum: -32.90445665811962 > -34.911201598420256
END: th(2254.736933067843)=-34.911201598420256; dx=-0.0010780003073787218 evalInputDelta=2.358960922308455
Fitness changed from -32.5522406761118 to -34.911201598420256
Iteration 31 complete. Error: -34.911201598420256 Total: 9.3416; Orientation: 1.1827; Line Search: 7.2136
Adding measurement a738a5a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.246e+02, gradient 3.250e-02, dot -0.081; [8eed2d40-ca1c-468b-8a20-5ab6633341e1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -34.911201598420256, -5.3904895042252665, -3.7281930695372965, -2.7605577464823456
LBFGS Accumulation History: 3 points
Removed measurement a738a5a to history. Total: 3
th(0)=-34.911201598420256;dx=-0.001053721645603504
New Minimum: -34.911201598420256 > -38.90687599334669
END: th(4857.683465497459)=-38.90687599334669; dx=-7.944061658017461E-4 evalInputDelta=3.995674394926432
Fitness changed from -34.911201598420256 to -38.90687599334669
Iteration 32 complete. Error: -38.90687599334669 Total: 3.1361; Orientation: 0.4896; Line Search: 1.7908
Adding measurement 5c409d74 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.242e+03, gradient 2.776e-02, dot -0.089; [8eed2d40-ca1c-468b-8a20-5ab6633341e1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -38.90687599334669, -5.3904895042252665, -3.7281930695372965, -2.7605577464823456
LBFGS Accumulation History: 3 points
Removed measurement 5c409d74 to history. Total: 3
th(0)=-38.90687599334669;dx=-7.63034743737782E-4
New Minimum: -38.90687599334669 > -44.17470691653728
END: th(10465.561771262026)=-44.17470691653728; dx=-4.748040285725225E-4 evalInputDelta=5.267830923190594
Fitness changed from -38.90687599334669 to -44.17470691653728
Iteration 33 complete. Error: -44.17470691653728 Total: 3.1019; Orientation: 0.4812; Line Search: 1.7961
Adding measurement 5cf96588 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.080e+03, gradient 2.352e-02, dot -0.125; [8eed2d40-ca1c-468b-8a20-5ab6633341e1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -44.17470691653728, -5.3904895042252665, -3.7281930695372965, -2.7605577464823456
LBFGS Accumulation History: 3 points
Removed measurement 5cf96588 to history. Total: 3
th(0)=-44.17470691653728;dx=-5.514844765258368E-4
New Minimum: -44.17470691653728 > -50.85886658316858
END: th(22547.369330678437)=-50.85886658316858; dx=-2.684248386327476E-4 evalInputDelta=6.684159666631295
Fitness changed from -44.17470691653728 to -50.85886658316858
Iteration 34 complete. Error: -50.85886658316858 Total: 3.1311; Orientation: 0.4846; Line Search: 1.7947
Adding measurement 3d118b66 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.333e+03, gradient 2.457e-02, dot -0.148; [8eed2d40-ca1c-468b-8a20-5ab6633341e1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -50.85886658316858, -5.3904895042252665, -3.7281930695372965, -2.7605577464823456
LBFGS Accumulation History: 3 points
Removed measurement 3d118b66 to history. Total: 3
th(0)=-50.85886658316858;dx=-6.017990273653613E-4
New Minimum: -50.85886658316858 > -54.2160521533881
END: th(48576.834654974606)=-54.2160521533881; dx=-3.30232588856875E-6 evalInputDelta=3.357185570219521
Fitness changed from -50.85886658316858 to -54.2160521533881
Iteration 35 complete. Error: -54.2160521533881 Total: 3.1118; Orientation: 0.4800; Line Search: 1.7867
<a id="p-23"></a>Iteration 35
<a id="p-22"></a>![Iteration 35](etc/40ffa71e-8902-4c49-8a59-0273f3600367.jpg)
Adding measurement 3ef1e7f9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.627e+03, gradient 3.365e-02, dot -0.119; [8eed2d40-ca1c-468b-8a20-5ab6633341e1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -54.2160521533881, -5.3904895042252665, -3.7281930695372965, -2.7605577464823456
LBFGS Accumulation History: 3 points
Removed measurement 3ef1e7f9 to history. Total: 3
th(0)=-54.2160521533881;dx=-0.0011299999115049202
Armijo: th(104655.61771262028)=-43.31523978242243; dx=1.1569438286969772E-4 evalInputDelta=-10.900812370965667
New Minimum: -54.2160521533881 > -54.53115224135826
WOLF (strong): th(52327.80885631014)=-54.53115224135826; dx=1.773953464112868E-4 evalInputDelta=0.3151000879701584
New Minimum: -54.53115224135826 > -61.90547602614733
END: th(17442.60295210338)=-61.90547602614733; dx=-1.3587221457232133E-4 evalInputDelta=7.689423872759235
Fitness changed from -54.2160521533881 to -61.90547602614733
Iteration 36 complete. Error: -61.90547602614733 Total: 4.9949; Orientation: 0.5129; Line Search: 3.6076
Adding measurement 1985604f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.122e+03, gradient 2.591e-02, dot -0.191; [8eed2d40-ca1c-468b-8a20-5ab6633341e1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -61.90547602614733, -5.3904895042252665, -3.7281930695372965, -2.7605577464823456
LBFGS Accumulation History: 3 points
Removed measurement 1985604f to history. Total: 3
th(0)=-61.90547602614733;dx=-6.69214503229714E-4
New Minimum: -61.90547602614733 > -65.23255247028244
WOLF (strong): th(37578.94888446407)=-65.23255247028244; dx=7.167831884853499E-5 evalInputDelta=3.327076444135109
New Minimum: -65.23255247028244 > -66.70492154037117
END: th(18789.474442232036)=-66.70492154037117; dx=-1.5586463690445295E-4 evalInputDelta=4.799445514223841
Fitness changed from -61.90547602614733 to -66.70492154037117
Iteration 37 complete. Error: -66.70492154037117 Total: 3.9895; Orientation: 0.4796; Line Search: 2.6740
Adding measurement 10fe3e09 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.064e+04, gradient 2.448e-02, dot -0.217; [8eed2d40-ca1c-468b-8a20-5ab6633341e1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -66.70492154037117, -5.3904895042252665, -3.7281930695372965, -2.7605577464823456
LBFGS Accumulation History: 3 points
Removed measurement 10fe3e09 to history. Total: 3
th(0)=-66.70492154037117;dx=-5.981393771981786E-4
New Minimum: -66.70492154037117 > -67.68650135458337
WOLF (strong): th(40480.69554581218)=-67.68650135458337; dx=4.358872770935283E-5 evalInputDelta=0.9815798142121963
New Minimum: -67.68650135458337 > -69.62739419201017
END: th(20240.34777290609)=-69.62739419201017; dx=-8.145260690110419E-5 evalInputDelta=2.922472651638998
Fitness changed from -66.70492154037117 to -69.62739419201017
Iteration 38 complete. Error: -69.62739419201017 Total: 4.0104; Orientation: 0.4863; Line Search: 2.6871
Adding measurement 64f8cb1a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.400e+04, gradient 2.646e-02, dot -0.213; [8eed2d40-ca1c-468b-8a20-5ab6633341e1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -69.62739419201017, -5.3904895042252665, -3.7281930695372965, -2.7605577464823456
LBFGS Accumulation History: 3 points
Removed measurement 64f8cb1a to history. Total: 3
th(0)=-69.62739419201017;dx=-6.9854045954606E-4
Armijo: th(43606.50738025847)=-68.65264333384478; dx=1.392367117833805E-4 evalInputDelta=-0.9747508581653932
New Minimum: -69.62739419201017 > -72.9570860400014
WOLF (strong): th(21803.253690129233)=-72.9570860400014; dx=3.877905642289634E-5 evalInputDelta=3.329691847991228
END: th(7267.751230043078)=-72.4629450676713; dx=-3.4981252682779945E-4 evalInputDelta=2.835550875661127
Fitness changed from -69.62739419201017 to -72.9570860400014
Iteration 39 complete. Error: -72.9570860400014 Total: 4.9141; Orientation: 0.4818; Line Search: 3.5874
Adding measurement 313f61f9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.720e+04, gradient 3.044e-02, dot -0.191; [8eed2d40-ca1c-468b-8a20-5ab6633341e1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -72.9570860400014, -5.3904895042252665, -3.7281930695372965, -2.7605577464823456
LBFGS Accumulation History: 3 points
Removed measurement 313f61f9 to history. Total: 3
th(0)=-72.9570860400014;dx=-9.25444979378404E-4
New Minimum: -72.9570860400014 > -76.1776202558379
WOLF (strong): th(15657.8953685267)=-76.1776202558379; dx=6.601792165183307E-6 evalInputDelta=3.2205342158364942
New Minimum: -76.1776202558379 > -76.20700672829855
END: th(7828.94768426335)=-76.20700672829855; dx=-3.5687845743487327E-4 evalInputDelta=3.249920688297152
Fitness changed from -72.9570860400014 to -76.20700672829855
Iteration 40 complete. Error: -76.20700672829855 Total: 4.0401; Orientation: 0.4820; Line Search: 2.7080
<a id="p-25"></a>Iteration 40
<a id="p-24"></a>![Iteration 40](etc/19913e05-643e-4edc-a362-cfec6708139f.jpg)
Adding measurement 6b293883 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.727e+04, gradient 2.230e-02, dot -0.286; [8eed2d40-ca1c-468b-8a20-5ab6633341e1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -76.20700672829855, -5.3904895042252665, -3.7281930695372965, -2.7605577464823456
LBFGS Accumulation History: 3 points
Removed measurement 6b293883 to history. Total: 3
th(0)=-76.20700672829855;dx=-4.963435388226307E-4
New Minimum: -76.20700672829855 > -78.65755307506882
END: th(16866.956477421747)=-78.65755307506882; dx=-1.890993211064487E-4 evalInputDelta=2.450546346770267
Fitness changed from -76.20700672829855 to -78.65755307506882
Iteration 41 complete. Error: -78.65755307506882 Total: 3.3261; Orientation: 0.4845; Line Search: 1.9702
Adding measurement 1817ce47 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.951e+04, gradient 2.357e-02, dot -0.267; [8eed2d40-ca1c-468b-8a20-5ab6633341e1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -78.65755307506882, -5.3904895042252665, -3.7281930695372965, -2.7605577464823456
LBFGS Accumulation History: 3 points
Removed measurement 1817ce47 to history. Total: 3
th(0)=-78.65755307506882;dx=-5.539017063440899E-4
New Minimum: -78.65755307506882 > -80.23484253037174
WOLF (strong): th(36338.7561502154)=-80.23484253037174; dx=1.2696218372960167E-5 evalInputDelta=1.5772894553029175
New Minimum: -80.23484253037174 > -81.44370226630804
END: th(18169.3780751077)=-81.44370226630804; dx=-9.342416807794776E-5 evalInputDelta=2.7861491912392182
Fitness changed from -78.65755307506882 to -81.44370226630804
Iteration 42 complete. Error: -81.44370226630804 Total: 4.6926; Orientation: 0.4824; Line Search: 3.3669
Adding measurement 2b93279d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.409e+04, gradient 2.584e-02, dot -0.265; [8eed2d40-ca1c-468b-8a20-5ab6633341e1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -81.44370226630804, -5.3904895042252665, -3.7281930695372965, -2.7605577464823456
LBFGS Accumulation History: 3 points
Removed measurement 2b93279d to history. Total: 3
th(0)=-81.44370226630804;dx=-6.657619799106593E-4
Armijo: th(39144.73842131676)=-77.37188921720521; dx=2.0138706812183253E-4 evalInputDelta=-4.071813049102829
New Minimum: -81.44370226630804 > -82.7749516144559
WOLF (strong): th(19572.36921065838)=-82.7749516144559; dx=3.921648687293501E-5 evalInputDelta=1.331249348147864
New Minimum: -82.7749516144559 > -83.24951477817721
END: th(6524.12307021946)=-83.24951477817721; dx=-3.432387534442682E-4 evalInputDelta=1.8058125118691777
Fitness changed from -81.44370226630804 to -83.24951477817721
Iteration 43 complete. Error: -83.24951477817721 Total: 4.9520; Orientation: 0.5032; Line Search: 3.5902
Adding measurement d79b0f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.263e+04, gradient 2.044e-02, dot -0.331; [8eed2d40-ca1c-468b-8a20-5ab6633341e1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -83.24951477817721, -5.3904895042252665, -3.7281930695372965, -2.7605577464823456
LBFGS Accumulation History: 3 points
Removed measurement d79b0f to history. Total: 3
th(0)=-83.24951477817721;dx=-4.160989896205583E-4
New Minimum: -83.24951477817721 > -85.36134854261316
END: th(14055.797064518125)=-85.36134854261316; dx=-2.3944726364016065E-4 evalInputDelta=2.111833764435943
Fitness changed from -83.24951477817721 to -85.36134854261316
Iteration 44 complete. Error: -85.36134854261316 Total: 3.1279; Orientation: 0.4848; Line Search: 1.7799
Adding measurement 13a72359 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.336e+05, gradient 2.114e-02, dot -0.332; [8eed2d40-ca1c-468b-8a20-5ab6633341e1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -85.36134854261316, -5.3904895042252665, -3.7281930695372965, -2.7605577464823456
LBFGS Accumulation History: 3 points
Removed measurement 13a72359 to history. Total: 3
th(0)=-85.36134854261316;dx=-4.460536384345075E-4
New Minimum: -85.36134854261316 > -87.9765705737874
END: th(30282.29679184617)=-87.9765705737874; dx=-1.1378236165780525E-4 evalInputDelta=2.615222031174241
Fitness changed from -85.36134854261316 to -87.9765705737874
Iteration 45 complete. Error: -87.9765705737874 Total: 3.1292; Orientation: 0.4909; Line Search: 1.7987
<a id="p-27"></a>Iteration 45
<a id="p-26"></a>![Iteration 45](etc/bf43f5ab-f308-4c2b-80e9-14637862b8d3.jpg)
Adding measurement 766567ef to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.156e+05, gradient 2.772e-02, dot -0.249; [8eed2d40-ca1c-468b-8a20-5ab6633341e1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -87.9765705737874, -5.3904895042252665, -3.7281930695372965, -2.7605577464823456
LBFGS Accumulation History: 3 points
Removed measurement 766567ef to history. Total: 3
th(0)=-87.9765705737874;dx=-7.664473403855603E-4
Armijo: th(65241.23070219461)=-77.049663641205; dx=2.125960936260813E-4 evalInputDelta=-10.926906932582398
Armijo: th(32620.615351097305)=-87.75342149325036; dx=1.845870819563908E-4 evalInputDelta=-0.2231490805370413
New Minimum: -87.9765705737874 > -91.28910082719521
END: th(10873.538450365768)=-91.28910082719521; dx=-2.1572688109302977E-4 evalInputDelta=3.3125302534078145
Fitness changed from -87.9765705737874 to -91.28910082719521
Iteration 46 complete. Error: -91.28910082719521 Total: 4.9571; Orientation: 0.4902; Line Search: 3.6042
Adding measurement 68a84b26 to history. Total: 3
Accepted: LBFGS Orientation magnitude: 1.014e+05, gradient 2.251e-02, dot 0.333; [8eed2d40-ca1c-468b-8a20-5ab6633341e1 = 1.000/1.000e+00]
th(0)=-91.28910082719521;dx=-758.9027881412409
Armijo: th(23426.328440863545)=-21.18605785535234; dx=8.614726569404003E-4 evalInputDelta=-70.10304297184287
Armijo: th(11713.164220431772)=-21.1863905622612; dx=0.0017247017701510973 evalInputDelta=-70.10271026493402
Armijo: th(3904.3880734772574)=-21.203212415825156; dx=0.005196626768010908 evalInputDelta=-70.08588841137006
Armijo: th(976.0970183693144)=-21.239866892641622; dx=0.020853475436860718 evalInputDelta=-70.0492339345536
Armijo: th(195.21940367386287)=-21.24988342727283; dx=0.10508038020992885 evalInputDelta=-70.03921739992238
Armijo: th(32.536567278977145)=-21.550525391340397; dx=0.6370470009934948 evalInputDelta=-69.73857543585481
Armijo: th(4.648081039853878)=-23.23642392504192; dx=4.413602826230128 evalInputDelta=-68.0526769021533
Armijo: th(0.5810101299817347)=-57.62860420117249; dx=57.65678757899727 evalInputDelta=-33.66049662602272
New Minimum: -91.28910082719521 > -109.57070429870534
END: th(0.06455668110908164)=-109.57070429870534; dx=-130.7474979827294 evalInputDelta=18.281603471510124
Fitness changed from -91.28910082719521 to -109.57070429870534
Iteration 47 complete. Error: -109.57070429870534 Total: 10.4113; Orientation: 0.4741; Line Search: 9.1102
Adding measurement 4d219152 to history. Total: 4
Accepted: LBFGS Orientation magnitude: 6.055e+04, gradient 3.243e-02, dot 0.135; [8eed2d40-ca1c-468b-8a20-5ab6633341e1 = 1.000/1.000e+00]
th(0)=-109.57070429870534;dx=-265.02538884031213
Armijo: th(0.13908315325473147)=-104.50727584044458; dx=38.13154299468157 evalInputDelta=-5.063428458260759
Armijo: th(0.06954157662736574)=-108.89879480632077; dx=-1.087043331709392 evalInputDelta=-0.6719094923845716
New Minimum: -109.57070429870534 > -109.92721097817777
END: th(0.023180525542455244)=-109.92721097817777; dx=-42.446656373051866 evalInputDelta=0.35650667947243164
Fitness changed from -109.57070429870534 to -109.92721097817777
Iteration 48 complete. Error: -109.92721097817777 Total: 5.0087; Orientation: 0.5901; Line Search: 3.5835
Adding measurement bfe0e6f to history. Total: 5
Accepted: LBFGS Orientation magnitude: 3.033e+04, gradient 3.332e-02, dot 0.133; [8eed2d40-ca1c-468b-8a20-5ab6633341e1 = 1.000/1.000e+00]
th(0)=-109.92721097817777;dx=-134.29175425140494
Armijo: th(0.04994092836183573)=-109.63942236794817; dx=-10.068793548184809 evalInputDelta=-0.28778861022959745
Armijo: th(0.024970464180917865)=-109.85369598083449; dx=-14.83211954048113 evalInputDelta=-0.07351499734328115
Armijo: th(0.008323488060305955)=-109.92088106164455; dx=-18.40148666603602 evalInputDelta=-0.006329916533218238
Armijo: th(0.0020808720150764888)=-109.92653553153856; dx=-19.94757181765887 evalInputDelta=-6.754466392067116E-4
Armijo: th(4.1617440301529773E-4)=-109.92719562716388; dx=-20.176848152192186 evalInputDelta=-1.535101388583371E-5
New Minimum: -109.92721097817777 > -109.92721609518193
END: th(6.936240050254963E-5)=-109.92721609518193; dx=-20.647606124200383 evalInputDelta=5.117004164389982E-6
Fitness changed from -109.92721097817777 to -109.92721609518193
Iteration 49 complete. Error: -109.92721609518193 Total: 8.0395; Orientation: 0.7189; Line Search: 6.4861
Adding measurement 2ac52ec0 to history. Total: 6
Rejected: LBFGS Orientation magnitude: 6.729e+07, gradient 3.332e-02, dot -0.122; [8eed2d40-ca1c-468b-8a20-5ab6633341e1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -109.92721609518193, -109.92721097817777, -109.57070429870534, -91.28910082719521, -5.3904895042252665, -3.7281930695372965, -2.7605577464823456
Rejected: LBFGS Orientation magnitude: 1.653e+08, gradient 3.332e-02, dot -0.123; [8eed2d40-ca1c-468b-8a20-5ab6633341e1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -109.92721609518193, -109.92721097817777, -109.57070429870534, -91.28910082719521, -5.3904895042252665, -3.7281930695372965
Accepted: LBFGS Orientation magnitude: 1.195e+08, gradient 3.332e-02, dot 0.121; [8eed2d40-ca1c-468b-8a20-5ab6633341e1 = 1.000/1.000e+00]
Overwriting history with 5 points
th(0)=-109.92721609518193;dx=-479810.91276948206
Armijo: th(1.494367618265779E-4)=-88.94435965066837; dx=111623.67859907064 evalInputDelta=-20.98285644451356
Armijo: th(7.471838091328895E-5)=-101.88628032757995; dx=97550.0343685417 evalInputDelta=-8.04093576760198
Armijo: th(2.4906126971096314E-5)=-108.87682961588447; dx=8970.403052298683 evalInputDelta=-1.0503864792974582
Armijo: th(6.226531742774079E-6)=-109.87668941936869; dx=-44954.36647454946 evalInputDelta=-0.05052667581324499
New Minimum: -109.92721609518193 > -109.92935498206013
END: th(1.2453063485548158E-6)=-109.92935498206013; dx=-63977.20064364542 evalInputDelta=0.0021388868781997417
Fitness changed from -109.92721609518193 to -109.92935498206013
Iteration 50 complete. Error: -109.92935498206013 Total: 8.3641; Orientation: 2.0908; Line Search: 5.4202
<a id="p-29"></a>Iteration 50
<a id="p-28"></a>![Iteration 50](etc/21afa41b-8098-412d-88bd-0fe808a92c56.jpg)
Adding measurement 73b121b7 to history. Total: 5
Accepted: LBFGS Orientation magnitude: 1.435e+08, gradient 3.337e-02, dot 0.120; [8eed2d40-ca1c-468b-8a20-5ab6633341e1 = 1.000/1.000e+00]
th(0)=-109.92935498206013;dx=-574335.020175105
Armijo: th(2.6829311970434318E-6)=-109.90539502418345; dx=-58817.87594552039 evalInputDelta=-0.023959957876684257
Armijo: th(1.3414655985217159E-6)=-109.92436076984724; dx=-69553.84494942629 evalInputDelta=-0.004994212212892535
Armijo: th(4.4715519950723863E-7)=-109.92904285044408; dx=-74527.7123352137 evalInputDelta=-3.1213161605592177E-4
Armijo: th(1.1178879987680966E-7)=-109.92932428062899; dx=-75336.73631056394 evalInputDelta=-3.0701431143143054E-5
Armijo: th(2.2357759975361933E-8)=-109.92934986515553; dx=-76092.26864981599 evalInputDelta=-5.1169046031418475E-6
Armijo: th(3.726293329226989E-9)=-109.92935498206013; dx=-76375.28235765445 evalInputDelta=0.0
Armijo: th(5.323276184609984E-10)=-109.92934986515553; dx=-76531.79806764728 evalInputDelta=-5.1169046031418475E-6
MIN ALPHA (6.65409523076248E-11): th(0.0)=-109.92935498206013
Fitness changed from -109.92935498206013 to -109.92935498206013
Static Iteration Total: 10.4214; Orientation: 0.7296; Line Search: 8.8086
Iteration 51 failed. Error: -109.92935498206013
Previous Error: 0.0 -> -109.92935498206013
Retrying iteration 51
Reset training subject: 1974184316250
Adding measurement 7bd192a8 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=-109.92935498206013;dx=-0.0011119754565778418
END: th(2.1544346900318838E-10)=-109.92935498206013; dx=-9.348667784139034E-4 evalInputDelta=0.0
Fitness changed from -109.92935498206013 to -109.92935498206013
Static Iteration Total: 3.5268; Orientation: 0.0222; Line Search: 1.7936
Iteration 52 failed. Error: -109.92935498206013
Previous Error: 0.0 -> -109.92935498206013
Optimization terminated 52
Final threshold in iteration 52: -109.92935498206013 (> -Infinity) after 243.943s (< 3600.000s)