Reset training subject: 2231562195812
Reset training subject: 2232689181739
Adding measurement 6c1ccab1 to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=-1.3492186597203562;dx=-1.795924677408442E-4
New Minimum: -1.3492186597203562 > -1.3496413053567071
WOLFE (weak): th(2.154434690031884)=-1.3496413053567071; dx=-1.7956014792841786E-4 evalInputDelta=4.226456363509712E-4
New Minimum: -1.3496413053567071 > -1.3500629857256448
WOLFE (weak): th(4.308869380063768)=-1.3500629857256448; dx=-1.7976409269446783E-4 evalInputDelta=8.443260052886092E-4
New Minimum: -1.3500629857256448 > -1.351749085026735
WOLFE (weak): th(12.926608140191302)=-1.351749085026735; dx=-1.7987929400477238E-4 evalInputDelta=0.002530425306378925
New Minimum: -1.351749085026735 > -1.359376556199302
WOLFE (weak): th(51.70643256076521)=-1.359376556199302; dx=-1.8146039020090543E-4 evalInputDelta=0.010157896478945938
New Minimum: -1.359376556199302 > -1.4010422235783027
WOLFE (weak): th(258.53216280382605)=-1.4010422235783027; dx=-1.882300618170857E-4 evalInputDelta=0.05182356385794651
New Minimum: -1.4010422235783027 > -1.6803925908968598
WOLFE (weak): th(1551.1929768229563)=-1.6803925908968598; dx=-2.0604177951431246E-4 evalInputDelta=0.3311739311765036
New Minimum: -1.6803925908968598 > -3.0049649589696306
END: th(10858.350837760694)=-3.0049649589696306; dx=-7.565983622266448E-5 evalInputDelta=1.6557462992492744
Fitness changed from -1.3492186597203562 to -3.0049649589696306
Iteration 1 complete. Error: -3.0049649589696306 Total: 12.0693; Orientation: 0.0189; Line Search: 8.7982
Iteration 1
Adding measurement 5ecc38c9 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-3.0049649589696306;dx=-3.381927082685851E-4
New Minimum: -3.0049649589696306 > -3.247263568479641
WOLF (strong): th(23393.607721408407)=-3.247263568479641; dx=5.608902839026156E-5 evalInputDelta=0.24229860951001037
New Minimum: -3.247263568479641 > -4.347616993978502
WOLF (strong): th(11696.803860704204)=-4.347616993978502; dx=1.693683477275415E-5 evalInputDelta=1.342652035008871
END: th(3898.9346202347347)=-4.121942186119291; dx=-1.7791707754998546E-4 evalInputDelta=1.1169772271496607
Fitness changed from -3.0049649589696306 to -4.347616993978502
Iteration 2 complete. Error: -4.347616993978502 Total: 5.4927; Orientation: 0.0191; Line Search: 4.4076
Iteration 2
Adding measurement 3b31a3bb to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-4.347616993978502;dx=-0.0010700415056186063
New Minimum: -4.347616993978502 > -6.074792920622623
END: th(8400.000000000002)=-6.074792920622623; dx=-1.96995691616996E-5 evalInputDelta=1.7271759266441213
Fitness changed from -4.347616993978502 to -6.074792920622623
Iteration 3 complete. Error: -6.074792920622623 Total: 3.3582; Orientation: 0.0193; Line Search: 2.2564
Iteration 3
Adding measurement 2032e515 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.449e+03, gradient 2.951e-02, dot -0.245; [93445137-75f9-43d1-9801-0801f46d8231 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -6.074792920622623, -4.347616993978502, -3.0049649589696306, -1.3492186597203562
LBFGS Accumulation History: 3 points
Removed measurement 2032e515 to history. Total: 3
th(0)=-6.074792920622623;dx=-8.671697942460543E-4
Armijo: th(18097.251396267828)=-5.988898411691629; dx=9.802383250320397E-5 evalInputDelta=-0.08589450893099393
New Minimum: -6.074792920622623 > -7.408136760790836
WOLF (strong): th(9048.625698133914)=-7.408136760790836; dx=7.930729512428764E-5 evalInputDelta=1.3333438401682134
New Minimum: -7.408136760790836 > -7.775742770661923
END: th(3016.208566044638)=-7.775742770661923; dx=-2.543194731022911E-4 evalInputDelta=1.7009498500392999
Fitness changed from -6.074792920622623 to -7.775742770661923
Iteration 4 complete. Error: -7.775742770661923 Total: 5.9672; Orientation: 0.4614; Line Search: 4.4264
Iteration 4
Adding measurement 270cf79 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.557e+03, gradient 2.658e-02, dot -0.257; [93445137-75f9-43d1-9801-0801f46d8231 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -7.775742770661923, -4.347616993978502, -3.0049649589696306, -1.3492186597203562
LBFGS Accumulation History: 3 points
Removed measurement 270cf79 to history. Total: 3
th(0)=-7.775742770661923;dx=-7.039068487065835E-4
New Minimum: -7.775742770661923 > -8.91346365082213
END: th(6498.224367057892)=-8.91346365082213; dx=-5.461088002962089E-5 evalInputDelta=1.1377208801602077
Fitness changed from -7.775742770661923 to -8.91346365082213
Iteration 5 complete. Error: -8.91346365082213 Total: 3.8602; Orientation: 0.5687; Line Search: 2.2163
Iteration 5
Adding measurement 23973191 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.603e+03, gradient 2.978e-02, dot -0.222; [93445137-75f9-43d1-9801-0801f46d8231 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -8.91346365082213, -4.347616993978502, -3.0049649589696306, -1.3492186597203562
LBFGS Accumulation History: 3 points
Removed measurement 23973191 to history. Total: 3
th(0)=-8.91346365082213;dx=-8.846887782401191E-4
New Minimum: -8.91346365082213 > -9.030034999975264
WOLF (strong): th(14000.000000000004)=-9.030034999975264; dx=1.2331075203740792E-4 evalInputDelta=0.1165713491531335
New Minimum: -9.030034999975264 > -10.100600077714882
WOLF (strong): th(7000.000000000002)=-10.100600077714882; dx=7.409965885122387E-5 evalInputDelta=1.1871364268927511
New Minimum: -10.100600077714882 > -10.127498249090676
END: th(2333.333333333334)=-10.127498249090676; dx=-2.8253739988078356E-4 evalInputDelta=1.2140345982685457
Fitness changed from -8.91346365082213 to -10.127498249090676
Iteration 6 complete. Error: -10.127498249090676 Total: 5.9581; Orientation: 0.4611; Line Search: 4.4161
Adding measurement 22bc759 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.782e+03, gradient 2.384e-02, dot -0.264; [93445137-75f9-43d1-9801-0801f46d8231 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -10.127498249090676, -4.347616993978502, -3.0049649589696306, -1.3492186597203562
LBFGS Accumulation History: 3 points
Removed measurement 22bc759 to history. Total: 3
th(0)=-10.127498249090676;dx=-5.648991612865761E-4
New Minimum: -10.127498249090676 > -11.556634169301955
END: th(5027.014276741063)=-11.556634169301955; dx=-1.5144656854388158E-4 evalInputDelta=1.4291359202112783
Fitness changed from -10.127498249090676 to -11.556634169301955
Iteration 7 complete. Error: -11.556634169301955 Total: 3.7295; Orientation: 0.4834; Line Search: 2.2173
Adding measurement 69a7892f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.106e+03, gradient 2.727e-02, dot -0.238; [93445137-75f9-43d1-9801-0801f46d8231 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -11.556634169301955, -4.347616993978502, -3.0049649589696306, -1.3492186597203562
LBFGS Accumulation History: 3 points
Removed measurement 69a7892f to history. Total: 3
th(0)=-11.556634169301955;dx=-7.398238329291305E-4
New Minimum: -11.556634169301955 > -12.538940989886788
WOLF (strong): th(10830.373945096488)=-12.538940989886788; dx=8.490131880273967E-5 evalInputDelta=0.9823068205848333
New Minimum: -12.538940989886788 > -13.078115894176413
END: th(5415.186972548244)=-13.078115894176413; dx=-2.339219618198514E-5 evalInputDelta=1.5214817248744588
Fitness changed from -11.556634169301955 to -13.078115894176413
Iteration 8 complete. Error: -13.078115894176413 Total: 4.8186; Orientation: 0.4546; Line Search: 3.3164
Adding measurement b97a978 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.200e+03, gradient 3.339e-02, dot -0.235; [93445137-75f9-43d1-9801-0801f46d8231 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -13.078115894176413, -4.347616993978502, -3.0049649589696306, -1.3492186597203562
LBFGS Accumulation History: 3 points
Removed measurement b97a978 to history. Total: 3
th(0)=-13.078115894176413;dx=-0.0011107194262642336
New Minimum: -13.078115894176413 > -13.097457980994825
WOLF (strong): th(11666.666666666672)=-13.097457980994825; dx=2.147967384163191E-4 evalInputDelta=0.019342086818411985
New Minimum: -13.097457980994825 > -14.479201033138136
WOLF (strong): th(5833.333333333336)=-14.479201033138136; dx=4.854242850773795E-5 evalInputDelta=1.4010851389617223
END: th(1944.4444444444453)=-14.322881710416521; dx=-3.353599305403863E-4 evalInputDelta=1.2447658162401076
Fitness changed from -13.078115894176413 to -14.479201033138136
Iteration 9 complete. Error: -14.479201033138136 Total: 7.0282; Orientation: 0.4519; Line Search: 5.5252
Adding measurement 5b888ef3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.240e+03, gradient 3.699e-02, dot -0.187; [93445137-75f9-43d1-9801-0801f46d8231 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -14.479201033138136, -4.347616993978502, -3.0049649589696306, -1.3492186597203562
LBFGS Accumulation History: 3 points
Removed measurement 5b888ef3 to history. Total: 3
th(0)=-14.479201033138136;dx=-0.0013637549898950245
New Minimum: -14.479201033138136 > -17.41529928380792
END: th(4189.178563950887)=-17.41529928380792; dx=-8.645038666474039E-5 evalInputDelta=2.936098250669783
Fitness changed from -14.479201033138136 to -17.41529928380792
Iteration 10 complete. Error: -17.41529928380792 Total: 3.8559; Orientation: 0.5866; Line Search: 2.2138
Iteration 10
Adding measurement 5f40ffde to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.520e+03, gradient 3.813e-02, dot -0.191; [93445137-75f9-43d1-9801-0801f46d8231 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -17.41529928380792, -4.347616993978502, -3.0049649589696306, -1.3492186597203562
LBFGS Accumulation History: 3 points
Removed measurement 5f40ffde to history. Total: 3
th(0)=-17.41529928380792;dx=-0.0014503059321853032
New Minimum: -17.41529928380792 > -17.97877679825501
WOLF (strong): th(9025.311620913742)=-17.97877679825501; dx=3.334410871233482E-4 evalInputDelta=0.56347751444709
New Minimum: -17.97877679825501 > -19.942931722653693
WOLF (strong): th(4512.655810456871)=-19.942931722653693; dx=6.66640642962987E-5 evalInputDelta=2.5276324388457745
END: th(1504.2186034856238)=-19.160317010609607; dx=-7.20780504798032E-4 evalInputDelta=1.745017726801688
Fitness changed from -17.41529928380792 to -19.942931722653693
Iteration 11 complete. Error: -19.942931722653693 Total: 5.9524; Orientation: 0.4654; Line Search: 4.4058
Adding measurement 2263cba4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.664e+04, gradient 4.986e-02, dot -0.163; [93445137-75f9-43d1-9801-0801f46d8231 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -19.942931722653693, -4.347616993978502, -3.0049649589696306, -1.3492186597203562
LBFGS Accumulation History: 3 points
Removed measurement 2263cba4 to history. Total: 3
th(0)=-19.942931722653693;dx=-0.0024791445721651113
New Minimum: -19.942931722653693 > -22.528428406849304
END: th(3240.740740740743)=-22.528428406849304; dx=-1.3494676597291708E-4 evalInputDelta=2.5854966841956113
Fitness changed from -19.942931722653693 to -22.528428406849304
Iteration 12 complete. Error: -22.528428406849304 Total: 3.7100; Orientation: 0.4616; Line Search: 2.2026
Adding measurement 7cfa5f5d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.667e+04, gradient 5.333e-02, dot -0.146; [93445137-75f9-43d1-9801-0801f46d8231 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -22.528428406849304, -4.347616993978502, -3.0049649589696306, -1.3492186597203562
LBFGS Accumulation History: 3 points
Removed measurement 7cfa5f5d to history. Total: 3
th(0)=-22.528428406849304;dx=-0.0028410545230852986
New Minimum: -22.528428406849304 > -25.314620988498955
WOLF (strong): th(6981.96427325148)=-25.314620988498955; dx=4.5318279916446637E-4 evalInputDelta=2.786192581649651
New Minimum: -25.314620988498955 > -28.223295181126197
END: th(3490.98213662574)=-28.223295181126197; dx=-1.4501233792294394E-4 evalInputDelta=5.694866774276893
Fitness changed from -22.528428406849304 to -28.223295181126197
Iteration 13 complete. Error: -28.223295181126197 Total: 4.9195; Orientation: 0.4624; Line Search: 3.4010
Adding measurement 6ddc595a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.321e+06, gradient 7.556e-02, dot -0.103; [93445137-75f9-43d1-9801-0801f46d8231 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -28.223295181126197, -4.347616993978502, -3.0049649589696306, -1.3492186597203562
LBFGS Accumulation History: 3 points
Removed measurement 6ddc595a to history. Total: 3
th(0)=-28.223295181126197;dx=-0.0057054282577559765
New Minimum: -28.223295181126197 > -34.69215353094502
WOLF (strong): th(7521.09301742812)=-34.69215353094502; dx=1.922315006100241E-4 evalInputDelta=6.468858349818824
New Minimum: -34.69215353094502 > -35.1823975548785
END: th(3760.54650871406)=-35.1823975548785; dx=-5.647186708963459E-5 evalInputDelta=6.959102373752302
Fitness changed from -28.223295181126197 to -35.1823975548785
Iteration 14 complete. Error: -35.1823975548785 Total: 4.8436; Orientation: 0.4555; Line Search: 3.3256
Adding measurement 2a4d08d3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.738e+04, gradient 8.111e-02, dot -0.083; [93445137-75f9-43d1-9801-0801f46d8231 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -35.1823975548785, -4.347616993978502, -3.0049649589696306, -1.3492186597203562
LBFGS Accumulation History: 3 points
Removed measurement 2a4d08d3 to history. Total: 3
th(0)=-35.1823975548785;dx=-0.006500790868782652
Armijo: th(8101.851851851859)=-31.160756919649412; dx=0.0011783416170666782 evalInputDelta=-4.021640635229087
New Minimum: -35.1823975548785 > -40.96529466831657
WOLF (strong): th(4050.9259259259293)=-40.96529466831657; dx=0.0012793671505535514 evalInputDelta=5.782897113438068
New Minimum: -40.96529466831657 > -42.12022200811961
END: th(1350.3086419753097)=-42.12022200811961; dx=-0.0029350894157804865 evalInputDelta=6.937824453241113
Fitness changed from -35.1823975548785 to -42.12022200811961
Iteration 15 complete. Error: -42.12022200811961 Total: 5.9307; Orientation: 0.4606; Line Search: 4.4317
Iteration 15
Adding measurement 2740a302 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.942e+03, gradient 7.078e-02, dot -0.040; [93445137-75f9-43d1-9801-0801f46d8231 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -42.12022200811961, -4.347616993978502, -3.0049649589696306, -1.3492186597203562
LBFGS Accumulation History: 3 points
Removed measurement 2740a302 to history. Total: 3
th(0)=-42.12022200811961;dx=-0.0050006398693435775
New Minimum: -42.12022200811961 > -49.33572590594906
END: th(2909.1517805214503)=-49.33572590594906; dx=-0.001711485179497903 evalInputDelta=7.21550389782945
Fitness changed from -42.12022200811961 to -49.33572590594906
Iteration 16 complete. Error: -49.33572590594906 Total: 3.7349; Orientation: 0.4559; Line Search: 2.1999
Adding measurement 26c6ccc8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.205e+03, gradient 8.471e-02, dot -0.017; [93445137-75f9-43d1-9801-0801f46d8231 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -49.33572590594906, -4.347616993978502, -3.0049649589696306, -1.3492186597203562
LBFGS Accumulation History: 3 points
Removed measurement 26c6ccc8 to history. Total: 3
th(0)=-49.33572590594906;dx=-0.00717352563835475
New Minimum: -49.33572590594906 > -52.87529652707043
WOLF (strong): th(6267.577514523434)=-52.87529652707043; dx=1.1233617578115481E-4 evalInputDelta=3.5395706211213707
New Minimum: -52.87529652707043 > -54.57558639939211
END: th(3133.788757261717)=-54.57558639939211; dx=-3.9697157913171977E-4 evalInputDelta=5.239860493443047
Fitness changed from -49.33572590594906 to -54.57558639939211
Iteration 17 complete. Error: -54.57558639939211 Total: 4.8555; Orientation: 0.4574; Line Search: 3.3339
Adding measurement 38ff0c10 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.502e+03, gradient 1.035e-01, dot -0.009; [93445137-75f9-43d1-9801-0801f46d8231 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -54.57558639939211, -4.347616993978502, -3.0049649589696306, -1.3492186597203562
LBFGS Accumulation History: 3 points
Removed measurement 38ff0c10 to history. Total: 3
th(0)=-54.57558639939211;dx=-0.010710916043796473
Armijo: th(6751.54320987655)=-43.87570188458116; dx=0.0010472569052213537 evalInputDelta=-10.699884514810947
New Minimum: -54.57558639939211 > -57.04340034057009
WOLF (strong): th(3375.771604938275)=-57.04340034057009; dx=4.097690974817452E-4 evalInputDelta=2.4678139411779796
New Minimum: -57.04340034057009 > -59.659953763585555
END: th(1125.2572016460915)=-59.659953763585555; dx=-0.0034215011065442313 evalInputDelta=5.084367364193447
Fitness changed from -54.57558639939211 to -59.659953763585555
Iteration 18 complete. Error: -59.659953763585555 Total: 5.9401; Orientation: 0.4595; Line Search: 4.4439
Adding measurement 5f0aca93 to history. Total: 3
Accepted: LBFGS Orientation magnitude: 1.276e+03, gradient 7.993e-02, dot 0.140; [93445137-75f9-43d1-9801-0801f46d8231 = 1.000/1.000e+00]
Constructing line search parameters: LBFGS+Trust
th(0)=-59.659953763585555;dx=-14.313881678022645
Armijo: th(2424.293150434542)=-20.178858005408596; dx=-0.0033203630651122986 evalInputDelta=-39.48109575817696
Armijo: th(1212.146575217271)=-20.144573668683996; dx=-0.006663404658219282 evalInputDelta=-39.51538009490156
Armijo: th(404.048858405757)=-19.927149456057702; dx=-0.022184127255165557 evalInputDelta=-39.73280430752786
Armijo: th(101.01221460143925)=-11.840434388596629; dx=-0.04775663173225429 evalInputDelta=-47.81951937498893
Armijo: th(20.20244292028785)=-1.3734725932642957; dx=0.02518550257107824 evalInputDelta=-58.28648117032126
Armijo: th(3.3670738200479753)=-0.7049704706494992; dx=-0.02963720780729616 evalInputDelta=-58.954983292936056
Armijo: th(0.4810105457211393)=-43.36623111451166; dx=36.65443750673312 evalInputDelta=-16.293722649073892
New Minimum: -59.659953763585555 > -59.99680955340587
END: th(0.060126318215142416)=-59.99680955340587; dx=-8.29303061803833 evalInputDelta=0.33685578982031217
Fitness changed from -59.659953763585555 to -59.99680955340587
Iteration 19 complete. Error: -59.99680955340587 Total: 12.7606; Orientation: 0.4755; Line Search: 11.2219
Adding measurement 2e9d698a to history. Total: 4
Rejected: LBFGS Orientation magnitude: 2.003e+04, gradient 8.155e-02, dot -0.123; [93445137-75f9-43d1-9801-0801f46d8231 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -59.99680955340587, -59.659953763585555, -4.347616993978502, -3.0049649589696306, -1.3492186597203562
Rejected: LBFGS Orientation magnitude: 1.058e+04, gradient 8.155e-02, dot -0.131; [93445137-75f9-43d1-9801-0801f46d8231 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -59.99680955340587, -59.659953763585555, -4.347616993978502, -3.0049649589696306
LBFGS Accumulation History: 3 points
Removed measurement 2e9d698a to history. Total: 4
Removed measurement 5f0aca93 to history. Total: 3
th(0)=-59.99680955340587;dx=-0.0066474964027517895
New Minimum: -59.99680955340587 > -59.99753889133541
WOLFE (weak): th(0.12953822574659876)=-59.99753889133541; dx=-0.006648790621587547 evalInputDelta=7.293379295418845E-4
New Minimum: -59.99753889133541 > -59.998261822814314
WOLFE (weak): th(0.2590764514931975)=-59.998261822814314; dx=-0.00664892018877801 evalInputDelta=0.0014522694084462273
New Minimum: -59.998261822814314 > -60.00116945481659
WOLFE (weak): th(0.7772293544795925)=-60.00116945481659; dx=-0.0066477006340563225 evalInputDelta=0.004359901410722955
New Minimum: -60.00116945481659 > -60.014170508003765
WOLFE (weak): th(3.10891741791837)=-60.014170508003765; dx=-0.006616382619655751 evalInputDelta=0.01736095459789766
New Minimum: -60.014170508003765 > -60.08251005035934
WOLFE (weak): th(15.54458708959185)=-60.08251005035934; dx=-0.006573892665736806 evalInputDelta=0.08570049695347137
New Minimum: -60.08251005035934 > -60.49775016891179
WOLFE (weak): th(93.2675225375511)=-60.49775016891179; dx=-0.006205541136771495 evalInputDelta=0.5009406155059253
New Minimum: -60.49775016891179 > -62.89382806418351
END: th(652.8726577628577)=-62.89382806418351; dx=-0.004648609003713906 evalInputDelta=2.8970185107776416
Fitness changed from -59.99680955340587 to -62.89382806418351
Iteration 20 complete. Error: -62.89382806418351 Total: 11.0182; Orientation: 1.0560; Line Search: 8.8987
Iteration 20
Adding measurement 6cf390d9 to history. Total: 3
Accepted: LBFGS Orientation magnitude: 8.688e+02, gradient 7.250e-02, dot 0.465; [93445137-75f9-43d1-9801-0801f46d8231 = 1.000/1.000e+00]
th(0)=-62.89382806418351;dx=-29.299346607080597
Armijo: th(1406.5715020576145)=-24.987588638046844; dx=0.007530074589099778 evalInputDelta=-37.906239426136665
Armijo: th(703.2857510288072)=-24.285637148740644; dx=0.014618229918343939 evalInputDelta=-38.60819091544286
Armijo: th(234.42858367626908)=-18.127542801000317; dx=0.03972571839776094 evalInputDelta=-44.76628526318319
Armijo: th(58.60714591906727)=-12.488134286447913; dx=0.30764814970806514 evalInputDelta=-50.40569377773559
Armijo: th(11.721429183813454)=-26.83132382751966; dx=0.4400417128013647 evalInputDelta=-36.06250423666385
New Minimum: -62.89382806418351 > -67.86842899408556
END: th(1.9535715306355756)=-67.86842899408556; dx=-0.8715593331533964 evalInputDelta=4.974600929902053
Fitness changed from -62.89382806418351 to -67.86842899408556
Iteration 21 complete. Error: -67.86842899408556 Total: 9.3295; Orientation: 0.4414; Line Search: 7.8024
Adding measurement 67c61e0f to history. Total: 4
Rejected: LBFGS Orientation magnitude: 1.700e+04, gradient 1.664e-01, dot -0.086; [93445137-75f9-43d1-9801-0801f46d8231 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -67.86842899408556, -62.89382806418351, -4.347616993978502, -3.0049649589696306, -1.3492186597203562
Rejected: LBFGS Orientation magnitude: 2.166e+03, gradient 1.664e-01, dot -0.106; [93445137-75f9-43d1-9801-0801f46d8231 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -67.86842899408556, -62.89382806418351, -4.347616993978502, -3.0049649589696306
LBFGS Accumulation History: 3 points
Removed measurement 67c61e0f to history. Total: 4
Removed measurement 6cf390d9 to history. Total: 3
th(0)=-67.86842899408556;dx=-0.027679634532203675
New Minimum: -67.86842899408556 > -67.98586995399216
WOLFE (weak): th(4.208842275059969)=-67.98586995399216; dx=-0.02746600543930288 evalInputDelta=0.11744095990660242
New Minimum: -67.98586995399216 > -68.1034972901364
WOLFE (weak): th(8.417684550119938)=-68.1034972901364; dx=-0.02739953892358321 evalInputDelta=0.23506829605084079
New Minimum: -68.1034972901364 > -68.57433988807246
WOLFE (weak): th(25.253053650359817)=-68.57433988807246; dx=-0.027220440669540324 evalInputDelta=0.7059108939868963
New Minimum: -68.57433988807246 > -70.65723038194706
WOLFE (weak): th(101.01221460143927)=-70.65723038194706; dx=-0.026074910626672526 evalInputDelta=2.788801387861497
New Minimum: -70.65723038194706 > -80.32625299241053
END: th(505.06107300719634)=-80.32625299241053; dx=-0.01973613178493753 evalInputDelta=12.457823998324969
Fitness changed from -67.86842899408556 to -80.32625299241053
Iteration 22 complete. Error: -80.32625299241053 Total: 8.8209; Orientation: 1.0627; Line Search: 6.7080
Adding measurement 27bfc343 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.357e+04, gradient 1.411e-01, dot -0.073; [93445137-75f9-43d1-9801-0801f46d8231 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -80.32625299241053, -4.347616993978502, -3.0049649589696306, -1.3492186597203562
LBFGS Accumulation History: 3 points
Removed measurement 27bfc343 to history. Total: 3
th(0)=-80.32625299241053;dx=-0.019918314298532806
New Minimum: -80.32625299241053 > -95.10624797526552
END: th(1088.1210962714297)=-95.10624797526552; dx=-0.010886064498798075 evalInputDelta=14.779994982854987
Fitness changed from -80.32625299241053 to -95.10624797526552
Iteration 23 complete. Error: -95.10624797526552 Total: 3.7291; Orientation: 0.4666; Line Search: 2.2070
Adding measurement 271bfdb3 to history. Total: 3
Accepted: LBFGS Orientation magnitude: 1.380e+03, gradient 1.241e-01, dot 0.179; [93445137-75f9-43d1-9801-0801f46d8231 = 1.000/1.000e+00]
th(0)=-95.10624797526552;dx=-30.68504129256701
Armijo: th(2344.2858367626914)=-24.936289436571464; dx=5.183923072717683E-4 evalInputDelta=-70.16995853869406
Armijo: th(1172.1429183813457)=-25.00060690159914; dx=1.7767816726065163E-5 evalInputDelta=-70.10564107366638
Armijo: th(390.7143061271152)=-24.721117645550745; dx=-0.0015106599991734743 evalInputDelta=-70.38513032971477
Armijo: th(97.6785765317788)=-14.910416480257407; dx=-0.003712481577406803 evalInputDelta=-80.19583149500811
Armijo: th(19.535715306355762)=-10.381289961803931; dx=0.6295577161185495 evalInputDelta=-84.72495801346159
Armijo: th(3.2559525510592935)=-47.22154277048112; dx=-0.7155394019953356 evalInputDelta=-47.884705204784396
Armijo: th(0.4651360787227562)=-94.40723170668225; dx=-5.790935554956553 evalInputDelta=-0.6990162685832644
New Minimum: -95.10624797526552 > -95.73720174977846
END: th(0.058142009840344525)=-95.73720174977846; dx=-24.417016166491674 evalInputDelta=0.6309537745129461
Fitness changed from -95.10624797526552 to -95.73720174977846
Iteration 24 complete. Error: -95.73720174977846 Total: 11.5511; Orientation: 0.4496; Line Search: 10.0503
Adding measurement 18d424cb to history. Total: 4
Rejected: LBFGS Orientation magnitude: 3.030e+04, gradient 1.221e-01, dot -0.066; [93445137-75f9-43d1-9801-0801f46d8231 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -95.73720174977846, -95.10624797526552, -4.347616993978502, -3.0049649589696306, -1.3492186597203562
Rejected: LBFGS Orientation magnitude: 1.376e+04, gradient 1.221e-01, dot -0.041; [93445137-75f9-43d1-9801-0801f46d8231 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -95.73720174977846, -95.10624797526552, -4.347616993978502, -3.0049649589696306
LBFGS Accumulation History: 3 points
Removed measurement 18d424cb to history. Total: 4
Removed measurement 271bfdb3 to history. Total: 3
th(0)=-95.73720174977846;dx=-0.014917138715204163
New Minimum: -95.73720174977846 > -95.73865713291734
WOLFE (weak): th(0.1252631629482134)=-95.73865713291734; dx=-0.014602631680404392 evalInputDelta=0.001455383138875277
New Minimum: -95.73865713291734 > -95.74004834625454
WOLFE (weak): th(0.2505263258964268)=-95.74004834625454; dx=-0.014601196222382977 evalInputDelta=0.002846596476075547
New Minimum: -95.74004834625454 > -95.74577736624066
WOLFE (weak): th(0.7515789776892805)=-95.74577736624066; dx=-0.01460576393641046 evalInputDelta=0.008575616462195512
New Minimum: -95.74577736624066 > -95.77170801966764
WOLFE (weak): th(3.006315910757122)=-95.77170801966764; dx=-0.014530640396386412 evalInputDelta=0.03450626988917804
New Minimum: -95.77170801966764 > -95.91030132124318
WOLFE (weak): th(15.03157955378561)=-95.91030132124318; dx=-0.014474998573441093 evalInputDelta=0.17309957146471788
New Minimum: -95.91030132124318 > -96.77505381080809
WOLFE (weak): th(90.18947732271366)=-96.77505381080809; dx=-0.01426259026902425 evalInputDelta=1.037852061029625
New Minimum: -96.77505381080809 > -102.36667579199235
END: th(631.3263412589956)=-102.36667579199235; dx=-0.011403193929995791 evalInputDelta=6.629474042213886
Fitness changed from -95.73720174977846 to -102.36667579199235
Iteration 25 complete. Error: -102.36667579199235 Total: 11.0564; Orientation: 1.0173; Line Search: 8.9758
Iteration 25
Adding measurement 5557e1cf to history. Total: 3
Accepted: LBFGS Orientation magnitude: 1.887e+03, gradient 1.127e-01, dot 0.213; [93445137-75f9-43d1-9801-0801f46d8231 = 1.000/1.000e+00]
th(0)=-102.36667579199235;dx=-45.360199581662265
Armijo: th(1360.1513703392875)=-29.016005736550095; dx=0.01535733771030838 evalInputDelta=-73.35067005544225
Armijo: th(680.0756851696437)=-28.004108127222427; dx=0.02508043162021724 evalInputDelta=-74.36256766476993
Armijo: th(226.6918950565479)=-25.97873558281531; dx=0.06816080134105547 evalInputDelta=-76.38794020917703
Armijo: th(56.67297376413698)=-20.451922379149305; dx=0.5337897392825681 evalInputDelta=-81.91475341284304
Armijo: th(11.334594752827396)=-42.3085052560682; dx=1.7878510981892886 evalInputDelta=-60.05817053592415
Armijo: th(1.8890991254712326)=-96.23104274325452; dx=-4.864342594927866 evalInputDelta=-6.13563304873783
New Minimum: -102.36667579199235 > -109.40005615831541
END: th(0.2698713036387475)=-109.40005615831541; dx=-28.22794125089873 evalInputDelta=7.033380366323058
Fitness changed from -102.36667579199235 to -109.40005615831541
Iteration 26 complete. Error: -109.40005615831541 Total: 11.4416; Orientation: 0.4415; Line Search: 9.9177
Adding measurement 5ac7bab5 to history. Total: 4
Accepted: LBFGS Orientation magnitude: 3.371e+03, gradient 1.220e-01, dot 0.017; [93445137-75f9-43d1-9801-0801f46d8231 = 1.000/1.000e+00]
th(0)=-109.40005615831541;dx=-7.163950457465282
Armijo: th(0.5814200984034453)=-46.22917920392579; dx=40.774871964629305 evalInputDelta=-63.17087695438962
Armijo: th(0.29071004920172266)=-83.14725672734481; dx=45.29920757175687 evalInputDelta=-26.252799430970597
Armijo: th(0.09690334973390756)=-104.22918876653658; dx=16.97324717550228 evalInputDelta=-5.1708673917788275
Armijo: th(0.02422583743347689)=-108.48375476750181; dx=0.0644750404024137 evalInputDelta=-0.9163013908136008
Armijo: th(0.004845167486695378)=-109.24187816021166; dx=-6.462707713160891 evalInputDelta=-0.15817799810375277
Armijo: th(8.075279144492296E-4)=-109.37420855844532; dx=-6.654292150335308 evalInputDelta=-0.02584759987009022
Armijo: th(1.1536113063560423E-4)=-109.3964036166455; dx=-7.109106385754538 evalInputDelta=-0.003652541669907805
Armijo: th(1.4420141329450529E-5)=-109.39956845807679; dx=-7.1472478446710275 evalInputDelta=-4.877002386223239E-4
Armijo: th(1.6022379254945033E-6)=-109.40000703752654; dx=-7.103328897376903 evalInputDelta=-4.9120788872869525E-5
Armijo: th(1.6022379254945032E-7)=-109.40004563243394; dx=-7.138735441140842 evalInputDelta=-1.05258814642184E-5
Armijo: th(1.4565799322677302E-8)=-109.40005615831541; dx=-7.13212697495435 evalInputDelta=0.0
Armijo: th(1.2138166102231084E-9)=-109.40005615831541; dx=-7.131093280482958 evalInputDelta=0.0
MIN ALPHA (9.337050847870064E-11): th(0.0)=-109.40005615831541
Fitness changed from -109.40005615831541 to -109.40005615831541
Static Iteration Total: 17.1064; Orientation: 0.5623; Line Search: 15.4742
Iteration 27 failed. Error: -109.40005615831541
Previous Error: 0.0 -> -109.40005615831541
Retrying iteration 27
Reset training subject: 2424400947622
Adding measurement 65f873d6 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=-109.40005615831541;dx=-0.014868393161592646
WOLFE (weak): th(2.1544346900318838E-10)=-109.40005615831541; dx=-0.014550901035044021 evalInputDelta=0.0
WOLFE (weak): th(4.3088693800637676E-10)=-109.40005615831541; dx=-0.014551281001605056 evalInputDelta=0.0
WOLFE (weak): th(1.2926608140191302E-9)=-109.40005615831541; dx=-0.01455135750496504 evalInputDelta=0.0
WOLFE (weak): th(5.170643256076521E-9)=-109.40005615831541; dx=-0.014551931103662381 evalInputDelta=0.0
WOLFE (weak): th(2.5853216280382606E-8)=-109.40005615831541; dx=-0.014552294108276204 evalInputDelta=0.0
WOLFE (weak): th(1.5511929768229565E-7)=-109.40005615831541; dx=-0.014551660012784485 evalInputDelta=0.0
Armijo: th(1.0858350837760695E-6)=-109.40005615831541; dx=-0.014550677310234239 evalInputDelta=0.0
Armijo: th(6.204771907291826E-7)=-109.40005615831541; dx=-0.014551954541608469 evalInputDelta=0.0
WOLFE (weak): th(3.877982442057391E-7)=-109.40005615831541; dx=-0.014552128790768778 evalInputDelta=0.0
Armijo: th(5.041377174674609E-7)=-109.40005615831541; dx=-0.0145507283814854 evalInputDelta=0.0
WOLFE (weak): th(4.459679808366E-7)=-109.40005615831541; dx=-0.014550846517978673 evalInputDelta=0.0
WOLFE (weak): th(4.750528491520304E-7)=-109.40005615831541; dx=-0.014551480836170283 evalInputDelta=0.0
Armijo: th(4.895952833097456E-7)=-109.40005615831541; dx=-0.0145513526742336 evalInputDelta=0.0
Armijo: th(4.82324066230888E-7)=-109.40005615831541; dx=-0.01455054808875334 evalInputDelta=0.0
Armijo: th(4.786884576914592E-7)=-109.40005615831541; dx=-0.014552707067961839 evalInputDelta=0.0
WOLFE (weak): th(4.768706534217448E-7)=-109.40005615831541; dx=-0.014552004882504011 evalInputDelta=0.0
WOLFE (weak): th(4.77779555556602E-7)=-109.40005615831541; dx=-0.014552232179590247 evalInputDelta=0.0
Armijo: th(4.782340066240306E-7)=-109.40005615831541; dx=-0.014551412546758218 evalInputDelta=0.0
Armijo: th(4.780067810903163E-7)=-109.40005615831541; dx=-0.014551623760464137 evalInputDelta=0.0
Armijo: th(4.778931683234591E-7)=-109.40005615831541; dx=-0.014551392661178084 evalInputDelta=0.0
WOLFE (weak): th(4.778363619400306E-7)=-109.40005615831541; dx=-0.014551234391749806 evalInputDelta=0.0
WOLFE (weak): th(4.778647651317449E-7)=-109.40005615831541; dx=-0.01455107815700385 evalInputDelta=0.0
WOLFE (weak): th(4.77878966727602E-7)=-109.40005615831541; dx=-0.014551592040680066 evalInputDelta=0.0
WOLFE (weak): th(4.778860675255306E-7)=-109.40005615831541; dx=-0.0145512475698218 evalInputDelta=0.0
Armijo: th(4.778896179244948E-7)=-109.40005615831541; dx=-0.014551442099752197 evalInputDelta=0.0
mu ~= nu (4.778860675255306E-7): th(0.0)=-109.40005615831541
Fitness changed from -109.40005615831541 to -109.40005615831541
Static Iteration Total: 32.2276; Orientation: 0.0188; Line Search: 30.1077
Iteration 28 failed. Error: -109.40005615831541
Previous Error: 0.0 -> -109.40005615831541
Optimization terminated 28
Final threshold in iteration 28: -109.40005615831541 (> -Infinity) after 225.066s (< 3600.000s)