Reset training subject: 600879793999400
Reset training subject: 600882218040600
Adding measurement 3763f0bf to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=10.084915183018893;dx=-1.326432862459211E-6
New Minimum: 10.084915183018893 > 10.084910909179598
WOLFE (weak): th(2.154434690031884)=10.084910909179598; dx=-1.2673673924350865E-6 evalInputDelta=4.273839294910431E-6
New Minimum: 10.084910909179598 > 10.084907254669815
WOLFE (weak): th(4.308869380063768)=10.084907254669815; dx=-1.2930257840057641E-6 evalInputDelta=7.928349077701569E-6
New Minimum: 10.084907254669815 > 10.084890840575099
WOLFE (weak): th(12.926608140191302)=10.084890840575099; dx=-1.3422240537542078E-6 evalInputDelta=2.434244379401207E-5
New Minimum: 10.084890840575099 > 10.084818068426102
WOLFE (weak): th(51.70643256076521)=10.084818068426102; dx=-1.2937535022793185E-6 evalInputDelta=9.711459279060364E-5
New Minimum: 10.084818068426102 > 10.084429133683443
WOLFE (weak): th(258.53216280382605)=10.084429133683443; dx=-1.3334539035272952E-6 evalInputDelta=4.86049335449934E-4
New Minimum: 10.084429133683443 > 10.081984229385853
WOLFE (weak): th(1551.1929768229563)=10.081984229385853; dx=-1.3947440762545844E-6 evalInputDelta=0.0029309536330401897
New Minimum: 10.081984229385853 > 10.063681996427476
WOLFE (weak): th(10858.350837760694)=10.063681996427476; dx=-1.4088616408619608E-6 evalInputDelta=0.021233186591416597
New Minimum: 10.063681996427476 > 9.910762040875852
WOLFE (weak): th(86866.80670208555)=9.910762040875852; dx=-1.313239880829347E-6 evalInputDelta=0.1741531421430409
New Minimum: 9.910762040875852 > 9.288645504042506
END: th(781801.26031877)=9.288645504042506; dx=-4.104676931678879E-7 evalInputDelta=0.7962696789763868
Fitness changed from 10.084915183018893 to 9.288645504042506
Iteration 1 complete. Error: 9.288645504042506 Total: 30.0069; Orientation: 0.0031; Line Search: 22.9541
Adding measurement 1e598deb to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=9.288645504042506;dx=-2.641800097330284E-6
New Minimum: 9.288645504042506 > 7.678388975560665
END: th(1684339.7559414052)=7.678388975560665; dx=-3.29648213415597E-7 evalInputDelta=1.610256528481841
Fitness changed from 9.288645504042506 to 7.678388975560665
Iteration 2 complete. Error: 7.678388975560665 Total: 7.0672; Orientation: 0.0015; Line Search: 4.7085
Adding measurement 502bffe8 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=7.678388975560665;dx=-2.195020477984628E-6
New Minimum: 7.678388975560665 > 5.938576474785805
WOLF (strong): th(3628800.0)=5.938576474785805; dx=1.1515728217896064E-7 evalInputDelta=1.7398125007748604
New Minimum: 5.938576474785805 > 5.917360290884972
END: th(1814400.0)=5.917360290884972; dx=-1.983687658625639E-7 evalInputDelta=1.7610286846756935
Fitness changed from 7.678388975560665 to 5.917360290884972
Iteration 3 complete. Error: 5.917360290884972 Total: 9.1857; Orientation: 0.0017; Line Search: 6.8673
Adding measurement 2c20fa5e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.839e+03, gradient 1.199e-03, dot -0.264; [27d3d486-3fdd-4e6f-89a8-66fa3990c4c3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.917360290884972, 7.678388975560665, 9.288645504042506, 10.084915183018893
LBFGS Accumulation History: 3 points
Removed measurement 2c20fa5e to history. Total: 3
th(0)=5.917360290884972;dx=-1.275894212154395E-6
New Minimum: 5.917360290884972 > 5.0084662437438965
WOLF (strong): th(3909006.30159385)=5.0084662437438965; dx=1.834019558309968E-7 evalInputDelta=0.9088940471410751
New Minimum: 5.0084662437438965 > 4.706475801765919
END: th(1954503.150796925)=4.706475801765919; dx=-6.67894334638304E-8 evalInputDelta=1.2108844891190529
Fitness changed from 5.917360290884972 to 4.706475801765919
Iteration 4 complete. Error: 4.706475801765919 Total: 9.1665; Orientation: 0.0230; Line Search: 6.8616
Adding measurement c511074 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.497e+03, gradient 8.188e-04, dot -0.308; [27d3d486-3fdd-4e6f-89a8-66fa3990c4c3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.706475801765919, 7.678388975560665, 9.288645504042506, 10.084915183018893
LBFGS Accumulation History: 3 points
Removed measurement c511074 to history. Total: 3
th(0)=4.706475801765919;dx=-6.008307918224072E-7
New Minimum: 4.706475801765919 > 4.419676423072815
WOLF (strong): th(4210849.389853513)=4.419676423072815; dx=1.9555799070159654E-7 evalInputDelta=0.2867993786931038
New Minimum: 4.419676423072815 > 4.019101619720459
END: th(2105424.6949267564)=4.019101619720459; dx=-3.189607372417098E-8 evalInputDelta=0.6873741820454597
Fitness changed from 4.706475801765919 to 4.019101619720459
Iteration 5 complete. Error: 4.019101619720459 Total: 10.1083; Orientation: 0.0247; Line Search: 7.7998
Adding measurement 3bf910a2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.412e+03, gradient 6.638e-04, dot -0.286; [27d3d486-3fdd-4e6f-89a8-66fa3990c4c3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.019101619720459, 7.678388975560665, 9.288645504042506, 10.084915183018893
LBFGS Accumulation History: 3 points
Removed measurement 3bf910a2 to history. Total: 3
th(0)=4.019101619720459;dx=-3.8948170770693387E-7
New Minimum: 4.019101619720459 > 3.7388293519616127
WOLF (strong): th(4536000.0)=3.7388293519616127; dx=6.843406508781578E-8 evalInputDelta=0.2802722677588463
New Minimum: 3.7388293519616127 > 3.578263357281685
END: th(2268000.0)=3.578263357281685; dx=-2.8619459657449838E-8 evalInputDelta=0.4408382624387741
Fitness changed from 4.019101619720459 to 3.578263357281685
Iteration 6 complete. Error: 3.578263357281685 Total: 9.1781; Orientation: 0.0241; Line Search: 6.8730
Adding measurement 67b84619 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.949e+03, gradient 5.384e-04, dot -0.295; [27d3d486-3fdd-4e6f-89a8-66fa3990c4c3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.578263357281685, 7.678388975560665, 9.288645504042506, 10.084915183018893
LBFGS Accumulation History: 3 points
Removed measurement 67b84619 to history. Total: 3
th(0)=3.578263357281685;dx=-2.538436501526372E-7
New Minimum: 3.578263357281685 > 3.3793647214770317
WOLF (strong): th(4886257.876992312)=3.3793647214770317; dx=6.429218977335827E-8 evalInputDelta=0.19889863580465317
New Minimum: 3.3793647214770317 > 3.2122855484485626
END: th(2443128.938496156)=3.2122855484485626; dx=-2.9281051852446145E-8 evalInputDelta=0.36597780883312225
Fitness changed from 3.578263357281685 to 3.2122855484485626
Iteration 7 complete. Error: 3.2122855484485626 Total: 9.2821; Orientation: 0.0246; Line Search: 6.9230
Adding measurement 21a4bb39 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.019e+03, gradient 4.915e-04, dot -0.313; [27d3d486-3fdd-4e6f-89a8-66fa3990c4c3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.2122855484485626, 7.678388975560665, 9.288645504042506, 10.084915183018893
LBFGS Accumulation History: 3 points
Removed measurement 21a4bb39 to history. Total: 3
th(0)=3.2122855484485626;dx=-2.1454100201872276E-7
New Minimum: 3.2122855484485626 > 3.0670579224824905
WOLF (strong): th(5263561.737316892)=3.0670579224824905; dx=3.18095188511802E-8 evalInputDelta=0.14522762596607208
New Minimum: 3.0670579224824905 > 2.93615286052227
END: th(2631780.868658446)=2.93615286052227; dx=-2.0941113483709277E-8 evalInputDelta=0.2761326879262924
Fitness changed from 3.2122855484485626 to 2.93615286052227
Iteration 8 complete. Error: 2.93615286052227 Total: 9.1897; Orientation: 0.0248; Line Search: 6.8673
Adding measurement 5362833d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.752e+03, gradient 4.407e-04, dot -0.309; [27d3d486-3fdd-4e6f-89a8-66fa3990c4c3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.93615286052227, 7.678388975560665, 9.288645504042506, 10.084915183018893
LBFGS Accumulation History: 3 points
Removed measurement 5362833d to history. Total: 3
th(0)=2.93615286052227;dx=-1.6901805102034148E-7
New Minimum: 2.93615286052227 > 2.8640944957733154
WOLF (strong): th(5670000.000000001)=2.8640944957733154; dx=4.6098827655132924E-8 evalInputDelta=0.07205836474895477
New Minimum: 2.8640944957733154 > 2.687509998679161
END: th(2835000.0000000005)=2.687509998679161; dx=-7.462079548904375E-9 evalInputDelta=0.24864286184310913
Fitness changed from 2.93615286052227 to 2.687509998679161
Iteration 9 complete. Error: 2.687509998679161 Total: 9.2399; Orientation: 0.0236; Line Search: 6.9140
Adding measurement 18edbdbb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.496e+03, gradient 4.284e-04, dot -0.290; [27d3d486-3fdd-4e6f-89a8-66fa3990c4c3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.687509998679161, 7.678388975560665, 9.288645504042506, 10.084915183018893
LBFGS Accumulation History: 3 points
Removed measurement 18edbdbb to history. Total: 3
th(0)=2.687509998679161;dx=-1.6118188893987264E-7
Armijo: th(6107822.346240392)=2.736451216042042; dx=5.017534205321034E-8 evalInputDelta=-0.04894121736288071
New Minimum: 2.687509998679161 > 2.5009493082761765
WOLF (strong): th(3053911.173120196)=2.5009493082761765; dx=1.3176176221515636E-8 evalInputDelta=0.18656069040298462
END: th(1017970.3910400653)=2.5438922718167305; dx=-9.430721740100352E-8 evalInputDelta=0.14361772686243057
Fitness changed from 2.687509998679161 to 2.5009493082761765
Iteration 10 complete. Error: 2.5009493082761765 Total: 11.5961; Orientation: 0.0248; Line Search: 9.2361
Adding measurement 12db273d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.335e+03, gradient 4.153e-04, dot -0.272; [27d3d486-3fdd-4e6f-89a8-66fa3990c4c3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.5009493082761765, 7.678388975560665, 9.288645504042506, 10.084915183018893
LBFGS Accumulation History: 3 points
Removed measurement 12db273d to history. Total: 3
th(0)=2.5009493082761765;dx=-1.468241925951326E-7
New Minimum: 2.5009493082761765 > 2.2985881865024567
END: th(2193150.7238820386)=2.2985881865024567; dx=-1.9582397486543732E-8 evalInputDelta=0.2023611217737198
Fitness changed from 2.5009493082761765 to 2.2985881865024567
Iteration 11 complete. Error: 2.2985881865024567 Total: 7.0110; Orientation: 0.0237; Line Search: 4.6728
Adding measurement 40eca7f2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.226e+03, gradient 3.274e-04, dot -0.315; [27d3d486-3fdd-4e6f-89a8-66fa3990c4c3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.2985881865024567, 7.678388975560665, 9.288645504042506, 10.084915183018893
LBFGS Accumulation History: 3 points
Removed measurement 40eca7f2 to history. Total: 3
th(0)=2.2985881865024567;dx=-8.708714296135916E-8
New Minimum: 2.2985881865024567 > 2.2196451276540756
WOLF (strong): th(4725000.000000002)=2.2196451276540756; dx=8.092458355175228E-9 evalInputDelta=0.07894305884838104
New Minimum: 2.2196451276540756 > 2.1752776131033897
END: th(2362500.000000001)=2.1752776131033897; dx=-2.0195038614082385E-8 evalInputDelta=0.12331057339906693
Fitness changed from 2.2985881865024567 to 2.1752776131033897
Iteration 12 complete. Error: 2.1752776131033897 Total: 9.2451; Orientation: 0.0244; Line Search: 6.9128
Adding measurement 3461ad50 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.109e+03, gradient 3.122e-04, dot -0.307; [27d3d486-3fdd-4e6f-89a8-66fa3990c4c3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.1752776131033897, 7.678388975560665, 9.288645504042506, 10.084915183018893
LBFGS Accumulation History: 3 points
Removed measurement 3461ad50 to history. Total: 3
th(0)=2.1752776131033897;dx=-8.209666697538081E-8
New Minimum: 2.1752776131033897 > 2.1556494906544685
WOLF (strong): th(5089851.955200328)=2.1556494906544685; dx=1.6601953592008724E-8 evalInputDelta=0.019628122448921204
New Minimum: 2.1556494906544685 > 2.0779925882816315
END: th(2544925.977600164)=2.0779925882816315; dx=-8.765642915083706E-9 evalInputDelta=0.09728502482175827
Fitness changed from 2.1752776131033897 to 2.0779925882816315
Iteration 13 complete. Error: 2.0779925882816315 Total: 9.4035; Orientation: 0.0236; Line Search: 6.9943
Adding measurement 38bfd72c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.149e+03, gradient 3.177e-04, dot -0.299; [27d3d486-3fdd-4e6f-89a8-66fa3990c4c3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.0779925882816315, 7.678388975560665, 9.288645504042506, 10.084915183018893
LBFGS Accumulation History: 3 points
Removed measurement 38bfd72c to history. Total: 3
th(0)=2.0779925882816315;dx=-8.583601920098942E-8
Armijo: th(5482876.809705098)=2.132100760936737; dx=2.2030906741140475E-8 evalInputDelta=-0.05410817265510559
New Minimum: 2.0779925882816315 > 2.0062534883618355
WOLF (strong): th(2741438.404852549)=2.0062534883618355; dx=6.517681147210053E-9 evalInputDelta=0.07173909991979599
END: th(913812.8016175163)=2.0104174837470055; dx=-4.8234717767760365E-8 evalInputDelta=0.06757510453462601
Fitness changed from 2.0779925882816315 to 2.0062534883618355
Iteration 14 complete. Error: 2.0062534883618355 Total: 12.9672; Orientation: 0.0325; Line Search: 10.6169
Adding measurement 343e5fea to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.838e+03, gradient 3.228e-04, dot -0.265; [27d3d486-3fdd-4e6f-89a8-66fa3990c4c3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.0062534883618355, 7.678388975560665, 9.288645504042506, 10.084915183018893
LBFGS Accumulation History: 3 points
Removed measurement 343e5fea to history. Total: 3
th(0)=2.0062534883618355;dx=-8.487637561414558E-8
New Minimum: 2.0062534883618355 > 1.8952172249555588
END: th(1968750.0000000012)=1.8952172249555588; dx=-6.496167266665223E-9 evalInputDelta=0.1110362634062767
Fitness changed from 2.0062534883618355 to 1.8952172249555588
Iteration 15 complete. Error: 1.8952172249555588 Total: 6.8751; Orientation: 0.0230; Line Search: 4.5894
Adding measurement 4af4eec0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.916e+03, gradient 2.757e-04, dot -0.299; [27d3d486-3fdd-4e6f-89a8-66fa3990c4c3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.8952172249555588, 7.678388975560665, 9.288645504042506, 10.084915183018893
LBFGS Accumulation History: 3 points
Removed measurement 4af4eec0 to history. Total: 3
th(0)=1.8952172249555588;dx=-5.7930590852998414E-8
New Minimum: 1.8952172249555588 > 1.8842103630304337
WOLF (strong): th(4241543.296000274)=1.8842103630304337; dx=1.34432837639903E-8 evalInputDelta=0.011006861925125122
New Minimum: 1.8842103630304337 > 1.8330379649996758
END: th(2120771.648000137)=1.8330379649996758; dx=-8.010762768656233E-9 evalInputDelta=0.062179259955883026
Fitness changed from 1.8952172249555588 to 1.8330379649996758
Iteration 16 complete. Error: 1.8330379649996758 Total: 9.0723; Orientation: 0.0243; Line Search: 6.7909
Adding measurement 89b260d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.681e+03, gradient 2.776e-04, dot -0.274; [27d3d486-3fdd-4e6f-89a8-66fa3990c4c3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.8330379649996758, 7.678388975560665, 9.288645504042506, 10.084915183018893
LBFGS Accumulation History: 3 points
Removed measurement 89b260d to history. Total: 3
th(0)=1.8330379649996758;dx=-6.013430244750687E-8
Armijo: th(4569064.008087583)=1.8457287847995758; dx=2.173801507946118E-8 evalInputDelta=-0.012690819799900055
New Minimum: 1.8330379649996758 > 1.7767526879906654
WOLF (strong): th(2284532.0040437914)=1.7767526879906654; dx=2.977859667625806E-10 evalInputDelta=0.056285277009010315
END: th(761510.6680145971)=1.7924792990088463; dx=-3.9077628490241886E-8 evalInputDelta=0.04055866599082947
Fitness changed from 1.8330379649996758 to 1.7767526879906654
Iteration 17 complete. Error: 1.7767526879906654 Total: 11.6401; Orientation: 0.0238; Line Search: 9.2022
Adding measurement 211feeb2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.638e+03, gradient 2.800e-04, dot -0.262; [27d3d486-3fdd-4e6f-89a8-66fa3990c4c3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.7767526879906654, 7.678388975560665, 9.288645504042506, 10.084915183018893
LBFGS Accumulation History: 3 points
Removed measurement 211feeb2 to history. Total: 3
th(0)=1.7767526879906654;dx=-6.099151122570538E-8
New Minimum: 1.7767526879906654 > 1.7225852459669113
END: th(1640625.0000000014)=1.7225852459669113; dx=-7.960139288185005E-9 evalInputDelta=0.05416744202375412
Fitness changed from 1.7767526879906654 to 1.7225852459669113
Iteration 18 complete. Error: 1.7225852459669113 Total: 6.8736; Orientation: 0.0254; Line Search: 4.5807
Adding measurement 2c90b3fd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.562e+03, gradient 2.399e-04, dot -0.286; [27d3d486-3fdd-4e6f-89a8-66fa3990c4c3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.7225852459669113, 7.678388975560665, 9.288645504042506, 10.084915183018893
LBFGS Accumulation History: 3 points
Removed measurement 2c90b3fd to history. Total: 3
th(0)=1.7225852459669113;dx=-4.73442577071969E-8
New Minimum: 1.7225852459669113 > 1.715976968407631
WOLF (strong): th(3534619.413333562)=1.715976968407631; dx=6.2345426807161095E-9 evalInputDelta=0.0066082775592803955
New Minimum: 1.715976968407631 > 1.6862858980894089
END: th(1767309.706666781)=1.6862858980894089; dx=-7.780162295946449E-9 evalInputDelta=0.03629934787750244
Fitness changed from 1.7225852459669113 to 1.6862858980894089
Iteration 19 complete. Error: 1.6862858980894089 Total: 9.1698; Orientation: 0.0241; Line Search: 6.8707
Adding measurement a0ca863 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.532e+03, gradient 2.374e-04, dot -0.278; [27d3d486-3fdd-4e6f-89a8-66fa3990c4c3 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.6862858980894089, 7.678388975560665, 9.288645504042506, 10.084915183018893
LBFGS Accumulation History: 3 points
Removed measurement a0ca863 to history. Total: 3
th(0)=1.6862858980894089;dx=-4.255139378146508E-8
New Minimum: 1.6862858980894089 > 1.685463786125183
WOLF (strong): th(3807553.340072986)=1.685463786125183; dx=1.0991098378158105E-8 evalInputDelta=8.22111964225769E-4
New Minimum: 1.685463786125183 > 1.6523544862866402
END: th(1903776.670036493)=1.6523544862866402; dx=-4.984126379455667E-9 evalInputDelta=0.03393141180276871
Fitness changed from 1.6862858980894089 to 1.6523544862866402
Iteration 20 complete. Error: 1.6523544862866402 Total: 9.1604; Orientation: 0.0271; Line Search: 6.8677
Final threshold in iteration 21: 1.6523544862866402 (> -Infinity) after 205.439s (< 5400.000s)
