Reset training subject: 1428686870005 Reset training subject: 1441449208786 Adding measurement 9c4f8fc to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=6.676379308104515;dx=-7.595543143952047E-8 New Minimum: 6.676379308104515 > 6.676379233598709 WOLFE (weak): th(2.154434690031884)=6.676379233598709; dx=-7.570721774410914E-8 evalInputDelta=7.450580596923828E-8 New Minimum: 6.676379233598709 > 6.676378518342972 WOLFE (weak): th(4.308869380063768)=6.676378518342972; dx=-7.573787512174547E-8 evalInputDelta=7.897615432739258E-7 New Minimum: 6.676378518342972 > 6.676377445459366 WOLFE (weak): th(12.926608140191302)=6.676377445459366; dx=-7.573067318711655E-8 evalInputDelta=1.862645149230957E-6 New Minimum: 6.676377445459366 > 6.676371365785599 WOLFE (weak): th(51.70643256076521)=6.676371365785599; dx=-7.572983062564132E-8 evalInputDelta=7.9423189163208E-6 New Minimum: 6.676371365785599 > 6.676341146230698 WOLFE (weak): th(258.53216280382605)=6.676341146230698; dx=-7.575046373211837E-8 evalInputDelta=3.816187381744385E-5 New Minimum: 6.676341146230698 > 6.676150217652321 WOLFE (weak): th(1551.1929768229563)=6.676150217652321; dx=-7.571498724800065E-8 evalInputDelta=2.2909045219421387E-4 New Minimum: 6.676150217652321 > 6.674776241183281 WOLFE (weak): th(10858.350837760694)=6.674776241183281; dx=-7.565834262865311E-8 evalInputDelta=0.0016030669212341309 New Minimum: 6.674776241183281 > 6.663567140698433 WOLFE (weak): th(86866.80670208555)=6.663567140698433; dx=-7.535190770475077E-8 evalInputDelta=0.012812167406082153 New Minimum: 6.663567140698433 > 6.563030153512955 WOLFE (weak): th(781801.26031877)=6.563030153512955; dx=-7.171714136299052E-8 evalInputDelta=0.11334915459156036 New Minimum: 6.563030153512955 > 5.784668922424316 END: th(7818012.6031877)=5.784668922424316; dx=-4.556684100468837E-8 evalInputDelta=0.8917103856801987 Fitness changed from 6.676379308104515 to 5.784668922424316 Iteration 1 complete. Error: 5.784668922424316 Total: 163.1478; Orientation: 0.0313; Line Search: 127.5050 Iteration 1 ![Iteration 1](etc/3cbb5f64-d254-4ef9-bf9e-2c8584914ac2.jpg) Adding measurement 111c7abe to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=5.784668922424316;dx=-5.0475288882677304E-8 New Minimum: 5.784668922424316 > 4.662241026759148 END: th(1.684339755941405E7)=4.662241026759148; dx=-2.636569548470848E-8 evalInputDelta=1.1224278956651688 Fitness changed from 5.784668922424316 to 4.662241026759148 Iteration 2 complete. Error: 4.662241026759148 Total: 35.2725; Orientation: 0.0222; Line Search: 23.4309 Iteration 2 ![Iteration 2](etc/f274d670-ab00-4a6b-a17e-0f111b60161a.jpg) Adding measurement 299d451e to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=4.662241026759148;dx=-3.3770281929372336E-8 New Minimum: 4.662241026759148 > 3.3478392511606216 END: th(3.6288E7)=3.3478392511606216; dx=-1.364624289888042E-8 evalInputDelta=1.314401775598526 Fitness changed from 4.662241026759148 to 3.3478392511606216 Iteration 3 complete. Error: 3.3478392511606216 Total: 34.7167; Orientation: 0.0216; Line Search: 22.6429 Iteration 3 ![Iteration 3](etc/181bf47f-ff13-46e5-a11a-9fcf275eacaf.jpg) Adding measurement 66180cfc to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.667e+04, gradient 1.601e-04, dot -0.561; [e294f346-a003-4bcf-98e5-a37ad1a176ac = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.3478392511606216, 4.662241026759148, 5.784668922424316, 6.676379308104515 LBFGS Accumulation History: 3 points Removed measurement 66180cfc to history. Total: 3 th(0)=3.3478392511606216;dx=-2.553851025234837E-8 New Minimum: 3.3478392511606216 > 2.088257536292076 END: th(7.8180126031877E7)=2.088257536292076; dx=-5.271938543050328E-9 evalInputDelta=1.2595817148685455 Fitness changed from 3.3478392511606216 to 2.088257536292076 Iteration 4 complete. Error: 2.088257536292076 Total: 35.6525; Orientation: 0.5405; Line Search: 22.5509 Iteration 4 ![Iteration 4](etc/ce4e3b1c-dda1-412d-ad74-8c68b88533f5.jpg) Adding measurement 292e9593 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.363e+04, gradient 1.437e-04, dot -0.381; [e294f346-a003-4bcf-98e5-a37ad1a176ac = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.088257536292076, 4.662241026759148, 5.784668922424316, 6.676379308104515 LBFGS Accumulation History: 3 points Removed measurement 292e9593 to history. Total: 3 th(0)=2.088257536292076;dx=-2.0589864922978412E-8 New Minimum: 2.088257536292076 > 1.7474442049860954 WOLF (strong): th(1.6843397559414053E8)=1.7474442049860954; dx=4.565334878221471E-11 evalInputDelta=0.3408133313059807 New Minimum: 1.7474442049860954 > 0.7905159965157509 END: th(8.421698779707026E7)=0.7905159965157509; dx=-2.904925317992865E-9 evalInputDelta=1.2977415397763252 Fitness changed from 2.088257536292076 to 0.7905159965157509 Iteration 5 complete. Error: 0.7905159965157509 Total: 46.4691; Orientation: 0.5362; Line Search: 33.8522 Iteration 5 ![Iteration 5](etc/fc761a00-9e4a-4a73-a680-261faeacf103.jpg) Adding measurement 1a854f50 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.158e+04, gradient 1.080e-04, dot -0.352; [e294f346-a003-4bcf-98e5-a37ad1a176ac = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.7905159965157509, 4.662241026759148, 5.784668922424316, 6.676379308104515 LBFGS Accumulation History: 3 points Removed measurement 1a854f50 to history. Total: 3 th(0)=0.7905159965157509;dx=-1.1632315874410884E-8 New Minimum: 0.7905159965157509 > 0.4026314243674278 WOLF (strong): th(1.8144000000000003E8)=0.4026314243674278; dx=3.1841046329116577E-10 evalInputDelta=0.38788457214832306 New Minimum: 0.4026314243674278 > -0.22111726552248 END: th(9.072000000000001E7)=-0.22111726552248; dx=-2.193992186863669E-9 evalInputDelta=1.011633262038231 Fitness changed from 0.7905159965157509 to -0.22111726552248 Iteration 6 complete. Error: -0.22111726552248 Total: 47.2114; Orientation: 0.5224; Line Search: 34.3907 Adding measurement 2a592db5 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.581e+03, gradient 8.285e-05, dot -0.323; [e294f346-a003-4bcf-98e5-a37ad1a176ac = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.22111726552248, 4.662241026759148, 5.784668922424316, 6.676379308104515 LBFGS Accumulation History: 3 points Removed measurement 2a592db5 to history. Total: 3 th(0)=-0.22111726552248;dx=-6.828212214985927E-9 New Minimum: -0.22111726552248 > -0.4040418937802315 WOLF (strong): th(1.9545031507969254E8)=-0.4040418937802315; dx=2.580267206624014E-11 evalInputDelta=0.18292462825775146 New Minimum: -0.4040418937802315 > -0.8574849963188171 END: th(9.772515753984627E7)=-0.8574849963188171; dx=-1.7934120019708587E-9 evalInputDelta=0.6363677307963371 Fitness changed from -0.22111726552248 to -0.8574849963188171 Iteration 7 complete. Error: -0.8574849963188171 Total: 48.4875; Orientation: 0.5441; Line Search: 34.7921 Adding measurement 38391174 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.688e+03, gradient 7.084e-05, dot -0.326; [e294f346-a003-4bcf-98e5-a37ad1a176ac = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.8574849963188171, 4.662241026759148, 5.784668922424316, 6.676379308104515 LBFGS Accumulation History: 3 points Removed measurement 38391174 to history. Total: 3 th(0)=-0.8574849963188171;dx=-4.995836744224042E-9 Armijo: th(2.1054246949267572E8)=-0.8046870604157448; dx=-9.79064080457156E-11 evalInputDelta=-0.05279793590307236 New Minimum: -0.8574849963188171 > -1.2100535295903683 END: th(1.0527123474633786E8)=-1.2100535295903683; dx=-1.4102847655141796E-9 evalInputDelta=0.35256853327155113 Fitness changed from -0.8574849963188171 to -1.2100535295903683 Iteration 8 complete. Error: -1.2100535295903683 Total: 49.7646; Orientation: 0.5305; Line Search: 35.8795 Adding measurement 6fe0e87a to history. Total: 3 Rejected: LBFGS Orientation magnitude: 7.925e+03, gradient 6.092e-05, dot -0.316; [e294f346-a003-4bcf-98e5-a37ad1a176ac = 1.000/1.000e+00] Orientation rejected. Popping history element from -1.2100535295903683, 4.662241026759148, 5.784668922424316, 6.676379308104515 LBFGS Accumulation History: 3 points Removed measurement 6fe0e87a to history. Total: 3 th(0)=-1.2100535295903683;dx=-3.692976362131909E-9 Armijo: th(2.268000000000001E8)=-1.050615333020687; dx=-1.258761767116818E-10 evalInputDelta=-0.15943819656968117 New Minimum: -1.2100535295903683 > -1.4637909084558487 END: th(1.1340000000000004E8)=-1.4637909084558487; dx=-1.1539654859630805E-9 evalInputDelta=0.2537373788654804 Fitness changed from -1.2100535295903683 to -1.4637909084558487 Iteration 9 complete. Error: -1.4637909084558487 Total: 46.5750; Orientation: 0.5536; Line Search: 33.7068 Adding measurement 137641af to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.026e+03, gradient 5.677e-05, dot -0.304; [e294f346-a003-4bcf-98e5-a37ad1a176ac = 1.000/1.000e+00] Orientation rejected. Popping history element from -1.4637909084558487, 4.662241026759148, 5.784668922424316, 6.676379308104515 LBFGS Accumulation History: 3 points Removed measurement 137641af to history. Total: 3 th(0)=-1.4637909084558487;dx=-3.2032045152720004E-9 Armijo: th(2.4431289384961572E8)=-1.1686586029827595; dx=1.3675419677262344E-11 evalInputDelta=-0.2951323054730892 New Minimum: -1.4637909084558487 > -1.6710468530654907 END: th(1.2215644692480786E8)=-1.6710468530654907; dx=-7.909901449346222E-10 evalInputDelta=0.20725594460964203 Fitness changed from -1.4637909084558487 to -1.6710468530654907 Iteration 10 complete. Error: -1.6710468530654907 Total: 48.2811; Orientation: 0.5588; Line Search: 35.2915 Iteration 10 ![Iteration 10](etc/f48fe781-c920-4d02-b7b8-514feace6773.jpg) Final threshold in iteration 11: -1.6710468530654907 (> -Infinity) after 555.852s (< 1800.000s)