Reset training subject: 4550182329872
Reset training subject: 4558687536472
Adding measurement 613138d6 to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=7.146497264504433;dx=-2.2194846833182563E-7
New Minimum: 7.146497264504433 > 7.146497085690498
WOLFE (weak): th(2.154434690031884)=7.146497085690498; dx=-2.197096045150031E-7 evalInputDelta=1.7881393432617188E-7
New Minimum: 7.146497085690498 > 7.146496459841728
WOLFE (weak): th(4.308869380063768)=7.146496459841728; dx=-2.1964855796425764E-7 evalInputDelta=8.046627044677734E-7
New Minimum: 7.146496459841728 > 7.146494284272194
WOLFE (weak): th(12.926608140191302)=7.146494284272194; dx=-2.1963346188923858E-7 evalInputDelta=2.9802322387695312E-6
New Minimum: 7.146494284272194 > 7.146485149860382
WOLFE (weak): th(51.70643256076521)=7.146485149860382; dx=-2.1963717819055082E-7 evalInputDelta=1.2114644050598145E-5
New Minimum: 7.146485149860382 > 7.146436557173729
WOLFE (weak): th(258.53216280382605)=7.146436557173729; dx=-2.196805433452002E-7 evalInputDelta=6.070733070373535E-5
New Minimum: 7.146436557173729 > 7.146132707595825
WOLFE (weak): th(1551.1929768229563)=7.146132707595825; dx=-2.1964184373913184E-7 evalInputDelta=3.645569086074829E-4
New Minimum: 7.146132707595825 > 7.143943831324577
WOLFE (weak): th(10858.350837760694)=7.143943831324577; dx=-2.1955476545155187E-7 evalInputDelta=0.0025534331798553467
New Minimum: 7.143943831324577 > 7.126096233725548
WOLFE (weak): th(86866.80670208555)=7.126096233725548; dx=-2.1901144333203355E-7 evalInputDelta=0.020401030778884888
New Minimum: 7.126096233725548 > 6.965652033686638
WOLFE (weak): th(781801.26031877)=6.965652033686638; dx=-2.1276123084498881E-7 evalInputDelta=0.1808452308177948
New Minimum: 6.965652033686638 > 5.732388153672218
END: th(7818012.6031877)=5.732388153672218; dx=-1.3827581535103547E-7 evalInputDelta=1.4141091108322144
Fitness changed from 7.146497264504433 to 5.732388153672218
Iteration 1 complete. Error: 5.732388153672218 Total: 118.5377; Orientation: 0.0353; Line Search: 93.8597
Iteration 1
![Iteration 1](etc/cdd2078a-bf83-4e71-979e-69a519f10086.jpg)
Adding measurement 590b1005 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=5.732388153672218;dx=-1.5399021737103046E-7
New Minimum: 5.732388153672218 > 4.234872683882713
END: th(1.684339755941405E7)=4.234872683882713; dx=-6.49967790593011E-8 evalInputDelta=1.497515469789505
Fitness changed from 5.732388153672218 to 4.234872683882713
Iteration 2 complete. Error: 4.234872683882713 Total: 25.6016; Orientation: 0.0356; Line Search: 17.2435
Iteration 2
![Iteration 2](etc/90b4f55a-b3e2-4e78-a6b4-d3714cacbce7.jpg)
Adding measurement 7617c42 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=4.234872683882713;dx=-9.876850562317205E-8
New Minimum: 4.234872683882713 > 2.9422287046909332
END: th(3.6288E7)=2.9422287046909332; dx=-2.3875130553745985E-8 evalInputDelta=1.29264397919178
Fitness changed from 4.234872683882713 to 2.9422287046909332
Iteration 3 complete. Error: 2.9422287046909332 Total: 25.7081; Orientation: 0.0358; Line Search: 16.1602
Iteration 3
![Iteration 3](etc/eaf2c7c2-0181-4667-881c-b3d2e82a5c68.jpg)
Adding measurement 3d7c6377 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.624e+04, gradient 2.683e-04, dot -0.457; [2c7ba9c4-bc1d-4ede-9de1-4593c24b255a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.9422287046909332, 4.234872683882713, 5.732388153672218, 7.146497264504433
LBFGS Accumulation History: 3 points
Removed measurement 3d7c6377 to history. Total: 3
th(0)=2.9422287046909332;dx=-7.189303577131608E-8
New Minimum: 2.9422287046909332 > 2.2145086526870728
END: th(7.8180126031877E7)=2.2145086526870728; dx=-5.129328238224525E-9 evalInputDelta=0.7277200520038605
Fitness changed from 2.9422287046909332 to 2.2145086526870728
Iteration 4 complete. Error: 2.2145086526870728 Total: 26.5873; Orientation: 0.8264; Line Search: 17.1802
Iteration 4
![Iteration 4](etc/383de7c0-6a42-4884-a497-e05be3f1e3fe.jpg)
Adding measurement 5698a59e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.156e+04, gradient 2.302e-04, dot -0.326; [2c7ba9c4-bc1d-4ede-9de1-4593c24b255a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.2145086526870728, 4.234872683882713, 5.732388153672218, 7.146497264504433
LBFGS Accumulation History: 3 points
Removed measurement 5698a59e to history. Total: 3
th(0)=2.2145086526870728;dx=-5.282181226926283E-8
Armijo: th(1.6843397559414053E8)=3.043720006942749; dx=5.521076498039995E-9 evalInputDelta=-0.8292113542556763
New Minimum: 2.2145086526870728 > 1.1293171346187592
END: th(8.421698779707026E7)=1.1293171346187592; dx=-3.575572160489849E-9 evalInputDelta=1.0851915180683136
Fitness changed from 2.2145086526870728 to 1.1293171346187592
Iteration 5 complete. Error: 1.1293171346187592 Total: 33.4700; Orientation: 0.8160; Line Search: 24.6545
Iteration 5
![Iteration 5](etc/e30491a4-f067-4db8-8e34-7725800e5f13.jpg)
Adding measurement 37d718a3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.459e+03, gradient 1.669e-04, dot -0.294; [2c7ba9c4-bc1d-4ede-9de1-4593c24b255a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.1293171346187592, 4.234872683882713, 5.732388153672218, 7.146497264504433
LBFGS Accumulation History: 3 points
Removed measurement 37d718a3 to history. Total: 3
th(0)=1.1293171346187592;dx=-2.7812632694051102E-8
Armijo: th(1.8144000000000003E8)=1.6146526634693146; dx=3.528515680787573E-9 evalInputDelta=-0.4853355288505554
New Minimum: 1.1293171346187592 > 0.3258051574230194
END: th(9.072000000000001E7)=0.3258051574230194; dx=-3.801747627356043E-9 evalInputDelta=0.8035119771957397
Fitness changed from 1.1293171346187592 to 0.3258051574230194
Iteration 6 complete. Error: 0.3258051574230194 Total: 34.4992; Orientation: 0.8055; Line Search: 24.0661
Adding measurement 546460f6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.665e+03, gradient 1.341e-04, dot -0.279; [2c7ba9c4-bc1d-4ede-9de1-4593c24b255a = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.3258051574230194, 4.234872683882713, 5.732388153672218, 7.146497264504433
LBFGS Accumulation History: 3 points
Removed measurement 546460f6 to history. Total: 3
th(0)=0.3258051574230194;dx=-1.795408459952347E-8
Armijo: th(1.9545031507969254E8)=1.0150097906589508; dx=2.8812091904979203E-9 evalInputDelta=-0.6892046332359314
New Minimum: 0.3258051574230194 > -0.14802733063697815
END: th(9.772515753984627E7)=-0.14802733063697815; dx=-2.3069643554274048E-9 evalInputDelta=0.47383248805999756
Fitness changed from 0.3258051574230194 to -0.14802733063697815
Iteration 7 complete. Error: -0.14802733063697815 Total: 34.3988; Orientation: 0.8249; Line Search: 25.3857
Adding measurement 7ce0a034 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.321e+03, gradient 1.202e-04, dot -0.265; [2c7ba9c4-bc1d-4ede-9de1-4593c24b255a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.14802733063697815, 4.234872683882713, 5.732388153672218, 7.146497264504433
LBFGS Accumulation History: 3 points
Removed measurement 7ce0a034 to history. Total: 3
th(0)=-0.14802733063697815;dx=-1.4430640138686233E-8
Armijo: th(2.1054246949267572E8)=0.8504349291324615; dx=2.8739202996040336E-9 evalInputDelta=-0.9984622597694397
New Minimum: -0.14802733063697815 > -0.36444059014320374
END: th(1.0527123474633786E8)=-0.36444059014320374; dx=-9.65883847149888E-10 evalInputDelta=0.21641325950622559
Fitness changed from -0.14802733063697815 to -0.36444059014320374
Iteration 8 complete. Error: -0.36444059014320374 Total: 33.8685; Orientation: 0.8062; Line Search: 24.8133
Adding measurement 41fe7cd4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.954e+03, gradient 1.132e-04, dot -0.247; [2c7ba9c4-bc1d-4ede-9de1-4593c24b255a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.36444059014320374, 4.234872683882713, 5.732388153672218, 7.146497264504433
LBFGS Accumulation History: 3 points
Removed measurement 41fe7cd4 to history. Total: 3
th(0)=-0.36444059014320374;dx=-1.2799670774643882E-8
Armijo: th(2.268000000000001E8)=0.8639898002147675; dx=3.322280901043673E-9 evalInputDelta=-1.2284303903579712
New Minimum: -0.36444059014320374 > -0.4980224370956421
WOLF (strong): th(1.1340000000000004E8)=-0.4980224370956421; dx=3.3638633756939465E-12 evalInputDelta=0.13358184695243835
New Minimum: -0.4980224370956421 > -0.6866546869277954
END: th(3.7800000000000015E7)=-0.6866546869277954; dx=-7.24585221621091E-9 evalInputDelta=0.3222140967845917
Fitness changed from -0.36444059014320374 to -0.6866546869277954
Iteration 9 complete. Error: -0.6866546869277954 Total: 42.1448; Orientation: 0.8060; Line Search: 33.5962
Adding measurement 83f5ed to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.666e+03, gradient 8.855e-05, dot -0.277; [2c7ba9c4-bc1d-4ede-9de1-4593c24b255a = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.6866546869277954, 4.234872683882713, 5.732388153672218, 7.146497264504433
LBFGS Accumulation History: 3 points
Removed measurement 83f5ed to history. Total: 3
th(0)=-0.6866546869277954;dx=-7.828122934732325E-9
New Minimum: -0.6866546869277954 > -0.8803129941225052
END: th(8.143763128320524E7)=-0.8803129941225052; dx=-2.7964641501712758E-9 evalInputDelta=0.19365830719470978
Fitness changed from -0.6866546869277954 to -0.8803129941225052
Iteration 10 complete. Error: -0.8803129941225052 Total: 25.6387; Orientation: 1.0552; Line Search: 16.1567
Iteration 10
![Iteration 10](etc/05272c8c-57c9-4c5c-b00b-f653ad08fd5e.jpg)
Final threshold in iteration 11: -0.8803129941225052 (> -Infinity) after 400.693s (< 3600.000s)