Reset training subject: 1399784166122 Reset training subject: 1402840158006 Adding measurement 1478ff88 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=1.681102141737938;dx=-3.1270517450555364E-6 New Minimum: 1.681102141737938 > 1.6810927242040634 WOLFE (weak): th(2.154434690031884)=1.6810927242040634; dx=-3.128783869401545E-6 evalInputDelta=9.417533874511719E-6 New Minimum: 1.6810927242040634 > 1.68108369410038 WOLFE (weak): th(4.308869380063768)=1.68108369410038; dx=-3.1289716338985816E-6 evalInputDelta=1.84476375579834E-5 New Minimum: 1.68108369410038 > 1.681047111749649 WOLFE (weak): th(12.926608140191302)=1.681047111749649; dx=-3.129478409739858E-6 evalInputDelta=5.5029988288879395E-5 New Minimum: 1.681047111749649 > 1.6808820515871048 WOLFE (weak): th(51.70643256076521)=1.6808820515871048; dx=-3.136324174256798E-6 evalInputDelta=2.2009015083312988E-4 New Minimum: 1.6808820515871048 > 1.6800023764371872 WOLFE (weak): th(258.53216280382605)=1.6800023764371872; dx=-3.1269020870512448E-6 evalInputDelta=0.0010997653007507324 New Minimum: 1.6800023764371872 > 1.6745084375143051 WOLFE (weak): th(1551.1929768229563)=1.6745084375143051; dx=-3.1270844803136666E-6 evalInputDelta=0.0065937042236328125 New Minimum: 1.6745084375143051 > 1.6351603418588638 WOLFE (weak): th(10858.350837760694)=1.6351603418588638; dx=-3.0949093227326136E-6 evalInputDelta=0.0459417998790741 New Minimum: 1.6351603418588638 > 1.330362230539322 END: th(86866.80670208555)=1.330362230539322; dx=-2.794063390849659E-6 evalInputDelta=0.35073991119861603 Fitness changed from 1.681102141737938 to 1.330362230539322 Iteration 1 complete. Error: 1.330362230539322 Total: 34.1731; Orientation: 0.0193; Line Search: 25.6648 Iteration 1 ![Iteration 1](etc/b791dfaf-3296-4acc-957d-2a7e02c1c7f6.jpg) Adding measurement 6f539184 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=1.330362230539322;dx=-2.5188652424604294E-6 New Minimum: 1.330362230539322 > 0.7713976949453354 END: th(187148.86177126726)=0.7713976949453354; dx=-1.8530822882326577E-6 evalInputDelta=0.5589645355939865 Fitness changed from 1.330362230539322 to 0.7713976949453354 Iteration 2 complete. Error: 0.7713976949453354 Total: 8.3752; Orientation: 0.0193; Line Search: 5.4957 Iteration 2 ![Iteration 2](etc/91610ece-5c0a-47e6-8373-995693a4997f.jpg) Adding measurement 372b75d to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=0.7713976949453354;dx=-1.4440141455256954E-6 New Minimum: 0.7713976949453354 > 0.19781158864498138 END: th(403200.00000000006)=0.19781158864498138; dx=-6.622622403586193E-7 evalInputDelta=0.573586106300354 Fitness changed from 0.7713976949453354 to 0.19781158864498138 Iteration 3 complete. Error: 0.19781158864498138 Total: 8.2141; Orientation: 0.0196; Line Search: 5.4216 Iteration 3 ![Iteration 3](etc/ed5e0d5f-809d-4ab0-9fb8-a69b26941dc6.jpg) Adding measurement 2a2f6493 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.180e+02, gradient 7.671e-04, dot -0.912; [c5b80be2-b34a-4ab0-a004-2c5b240d7eec = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.19781158864498138, 0.7713976949453354, 1.330362230539322, 1.681102141737938 LBFGS Accumulation History: 3 points Removed measurement 2a2f6493 to history. Total: 3 th(0)=0.19781158864498138;dx=-5.866491699558025E-7 New Minimum: 0.19781158864498138 > -0.25691603124141693 END: th(868668.0670208557)=-0.25691603124141693; dx=-2.676380091096494E-7 evalInputDelta=0.4547276198863983 Fitness changed from 0.19781158864498138 to -0.25691603124141693 Iteration 4 complete. Error: -0.25691603124141693 Total: 8.5194; Orientation: 0.2427; Line Search: 5.4924 Iteration 4 ![Iteration 4](etc/3642cf54-3494-4bd8-aa39-191eda9e31eb.jpg) Adding measurement 357e98e to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.558e+02, gradient 5.717e-04, dot -0.818; [c5b80be2-b34a-4ab0-a004-2c5b240d7eec = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.25691603124141693, 0.7713976949453354, 1.330362230539322, 1.681102141737938 LBFGS Accumulation History: 3 points Removed measurement 357e98e to history. Total: 3 th(0)=-0.25691603124141693;dx=-3.263769606084326E-7 New Minimum: -0.25691603124141693 > -0.38127733767032623 WOLF (strong): th(1871488.617712673)=-0.38127733767032623; dx=1.6381490174901961E-7 evalInputDelta=0.1243613064289093 New Minimum: -0.38127733767032623 > -0.48179346323013306 END: th(935744.3088563365)=-0.48179346323013306; dx=-8.787677439111858E-8 evalInputDelta=0.22487743198871613 Fitness changed from -0.25691603124141693 to -0.48179346323013306 Iteration 5 complete. Error: -0.48179346323013306 Total: 13.3166; Orientation: 0.2306; Line Search: 10.3099 Iteration 5 ![Iteration 5](etc/aaabed9c-3ecf-47e9-b765-d4cebd387291.jpg) Adding measurement 1a189763 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.878e+02, gradient 6.187e-04, dot -0.762; [c5b80be2-b34a-4ab0-a004-2c5b240d7eec = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.48179346323013306, 0.7713976949453354, 1.330362230539322, 1.681102141737938 LBFGS Accumulation History: 3 points Removed measurement 1a189763 to history. Total: 3 th(0)=-0.48179346323013306;dx=-3.817801321191068E-7 Armijo: th(2016000.0000000007)=-0.04686234891414642; dx=5.271583426135236E-7 evalInputDelta=-0.43493111431598663 New Minimum: -0.48179346323013306 > -0.5301745533943176 WOLF (strong): th(1008000.0000000003)=-0.5301745533943176; dx=1.6482116615868454E-7 evalInputDelta=0.04838109016418457 New Minimum: -0.5301745533943176 > -0.5820050090551376 END: th(336000.0000000001)=-0.5820050090551376; dx=-1.2639851621475248E-7 evalInputDelta=0.10021154582500458 Fitness changed from -0.48179346323013306 to -0.5820050090551376 Iteration 6 complete. Error: -0.5820050090551376 Total: 14.4366; Orientation: 0.2260; Line Search: 10.9438 Adding measurement 2d8ad591 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.046e+03, gradient 3.987e-04, dot -0.894; [c5b80be2-b34a-4ab0-a004-2c5b240d7eec = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.5820050090551376, 0.7713976949453354, 1.330362230539322, 1.681102141737938 LBFGS Accumulation History: 3 points Removed measurement 2d8ad591 to history. Total: 3 th(0)=-0.5820050090551376;dx=-1.5838367038397368E-7 New Minimum: -0.5820050090551376 > -0.6857801750302315 END: th(723890.0558507132)=-0.6857801750302315; dx=-1.1883417478673316E-7 evalInputDelta=0.10377516597509384 Fitness changed from -0.5820050090551376 to -0.6857801750302315 Iteration 7 complete. Error: -0.6857801750302315 Total: 8.3887; Orientation: 0.3560; Line Search: 5.4404 Adding measurement faf539a to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.630e+02, gradient 3.665e-04, dot -0.870; [c5b80be2-b34a-4ab0-a004-2c5b240d7eec = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.6857801750302315, 0.7713976949453354, 1.330362230539322, 1.681102141737938 LBFGS Accumulation History: 3 points Removed measurement faf539a to history. Total: 3 th(0)=-0.6857801750302315;dx=-1.3336623897853798E-7 New Minimum: -0.6857801750302315 > -0.8223538547754288 END: th(1559573.8480938943)=-0.8223538547754288; dx=-4.793135703002113E-8 evalInputDelta=0.1365736797451973 Fitness changed from -0.6857801750302315 to -0.8223538547754288 Iteration 8 complete. Error: -0.8223538547754288 Total: 8.6884; Orientation: 0.3799; Line Search: 5.5749 Adding measurement 700b863d to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.109e+03, gradient 5.047e-04, dot -0.627; [c5b80be2-b34a-4ab0-a004-2c5b240d7eec = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.8223538547754288, 0.7713976949453354, 1.330362230539322, 1.681102141737938 LBFGS Accumulation History: 3 points Removed measurement 700b863d to history. Total: 3 th(0)=-0.8223538547754288;dx=-2.5435189297542E-7 Armijo: th(3360000.0000000014)=3.283397674560547; dx=2.00790777082553E-6 evalInputDelta=-4.105751529335976 Armijo: th(1680000.0000000007)=-0.15172110497951508; dx=8.866491710577078E-7 evalInputDelta=-0.6706327497959137 New Minimum: -0.8223538547754288 > -0.8808712512254715 WOLF (strong): th(560000.0000000002)=-0.8808712512254715; dx=4.730566556637404E-8 evalInputDelta=0.058517396450042725 END: th(140000.00000000006)=-0.8575559630990028; dx=-1.89772067605223E-7 evalInputDelta=0.035202108323574066 Fitness changed from -0.8223538547754288 to -0.8808712512254715 Iteration 9 complete. Error: -0.8808712512254715 Total: 18.6968; Orientation: 0.2882; Line Search: 15.7975 Adding measurement 71632c14 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.562e+02, gradient 4.186e-04, dot -0.686; [c5b80be2-b34a-4ab0-a004-2c5b240d7eec = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.8808712512254715, 0.7713976949453354, 1.330362230539322, 1.681102141737938 LBFGS Accumulation History: 3 points Removed measurement 71632c14 to history. Total: 3 th(0)=-0.8808712512254715;dx=-1.7386286545491216E-7 New Minimum: -0.8808712512254715 > -0.9260646775364876 END: th(301620.8566044639)=-0.9260646775364876; dx=-6.81732454386381E-8 evalInputDelta=0.04519342631101608 Fitness changed from -0.8808712512254715 to -0.9260646775364876 Iteration 10 complete. Error: -0.9260646775364876 Total: 8.6318; Orientation: 0.2779; Line Search: 5.7083 Iteration 10 ![Iteration 10](etc/ac086313-7ee0-491f-bb4f-e9fa0a09b5d3.jpg) Final threshold in iteration 11: -0.9260646775364876 (> -Infinity) after 131.487s (< 3600.000s)