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)