Reset training subject: 600644057351400
Reset training subject: 600646587808700
Adding measurement 78405f00 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=10.086398891173303;dx=-1.4250365956503515E-6
New Minimum: 10.086398891173303 > 10.086394635494798
WOLFE (weak): th(2.154434690031884)=10.086394635494798; dx=-1.4969842012103225E-6 evalInputDelta=4.255678504705429E-6
New Minimum: 10.086394635494798 > 10.086390039883554
WOLFE (weak): th(4.308869380063768)=10.086390039883554; dx=-1.4282033985744175E-6 evalInputDelta=8.851289749145508E-6
New Minimum: 10.086390039883554 > 10.0863729538396
WOLFE (weak): th(12.926608140191302)=10.0863729538396; dx=-1.4497134545674426E-6 evalInputDelta=2.5937333703041077E-5
New Minimum: 10.0863729538396 > 10.086294221691787
WOLFE (weak): th(51.70643256076521)=10.086294221691787; dx=-1.455423403689353E-6 evalInputDelta=1.046694815158844E-4
New Minimum: 10.086294221691787 > 10.085873939562589
WOLFE (weak): th(258.53216280382605)=10.085873939562589; dx=-1.4659592818040215E-6 evalInputDelta=5.249516107141972E-4
New Minimum: 10.085873939562589 > 10.083226739894599
WOLFE (weak): th(1551.1929768229563)=10.083226739894599; dx=-1.4412622240143338E-6 evalInputDelta=0.003172151278704405
New Minimum: 10.083226739894599 > 10.06314036808908
WOLFE (weak): th(10858.350837760694)=10.06314036808908; dx=-1.6212656224204755E-6 evalInputDelta=0.02325852308422327
New Minimum: 10.06314036808908 > 9.895917748101056
WOLFE (weak): th(86866.80670208555)=9.895917748101056; dx=-1.3518121093050347E-6 evalInputDelta=0.1904811430722475
New Minimum: 9.895917748101056 > 9.26159705966711
END: th(781801.26031877)=9.26159705966711; dx=-4.138397324456024E-7 evalInputDelta=0.8248018315061927
Fitness changed from 10.086398891173303 to 9.26159705966711
Iteration 1 complete. Error: 9.26159705966711 Total: 30.7967; Orientation: 0.0175; Line Search: 23.4199
Adding measurement 533053b4 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=9.26159705966711;dx=-3.0294738537438324E-6
New Minimum: 9.26159705966711 > 7.7108763717114925
END: th(1684339.7559414052)=7.7108763717114925; dx=-3.270934047814278E-7 evalInputDelta=1.550720687955618
Fitness changed from 9.26159705966711 to 7.7108763717114925
Iteration 2 complete. Error: 7.7108763717114925 Total: 6.9329; Orientation: 0.0026; Line Search: 4.6186
Adding measurement 399faad3 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=7.7108763717114925;dx=-1.8378088712749879E-6
New Minimum: 7.7108763717114925 > 5.832768082618713
WOLF (strong): th(3628800.0)=5.832768082618713; dx=6.70103783590603E-8 evalInputDelta=1.8781082890927792
END: th(1814400.0)=5.926602311432362; dx=-2.37130989187625E-7 evalInputDelta=1.784274060279131
Fitness changed from 7.7108763717114925 to 5.832768082618713
Iteration 3 complete. Error: 5.832768082618713 Total: 9.2088; Orientation: 0.0016; Line Search: 6.9417
Adding measurement 43da05ee to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.827e+03, gradient 1.286e-03, dot -0.213; [53a0ef1f-4aa3-47c4-af17-1c6212a4b260 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.832768082618713, 7.7108763717114925, 9.26159705966711, 10.086398891173303
LBFGS Accumulation History: 3 points
Removed measurement 43da05ee to history. Total: 3
th(0)=5.832768082618713;dx=-1.5067722044177152E-6
New Minimum: 5.832768082618713 > 4.5697008073329926
WOLF (strong): th(3909006.30159385)=4.5697008073329926; dx=1.0578509947596256E-7 evalInputDelta=1.2630672752857208
New Minimum: 4.5697008073329926 > 4.418505750596523
END: th(1954503.150796925)=4.418505750596523; dx=-1.2113725189157705E-7 evalInputDelta=1.41426233202219
Fitness changed from 5.832768082618713 to 4.418505750596523
Iteration 4 complete. Error: 4.418505750596523 Total: 9.2429; Orientation: 0.0445; Line Search: 6.8936
Adding measurement 3a7243e1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.809e+03, gradient 6.990e-04, dot -0.270; [53a0ef1f-4aa3-47c4-af17-1c6212a4b260 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.418505750596523, 7.7108763717114925, 9.26159705966711, 10.086398891173303
LBFGS Accumulation History: 3 points
Removed measurement 3a7243e1 to history. Total: 3
th(0)=4.418505750596523;dx=-4.300481254288037E-7
New Minimum: 4.418505750596523 > 3.6583469584584236
WOLF (strong): th(4210849.389853513)=3.6583469584584236; dx=2.3375636664953216E-8 evalInputDelta=0.7601587921380997
END: th(2105424.6949267564)=3.696209505200386; dx=-1.323672182869865E-7 evalInputDelta=0.7222962453961372
Fitness changed from 4.418505750596523 to 3.6583469584584236
Iteration 5 complete. Error: 3.6583469584584236 Total: 9.3335; Orientation: 0.0282; Line Search: 6.9887
Adding measurement 33df7a87 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.352e+03, gradient 6.782e-04, dot -0.200; [53a0ef1f-4aa3-47c4-af17-1c6212a4b260 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.6583469584584236, 7.7108763717114925, 9.26159705966711, 10.086398891173303
LBFGS Accumulation History: 3 points
Removed measurement 33df7a87 to history. Total: 3
th(0)=3.6583469584584236;dx=-4.1372319020181916E-7
New Minimum: 3.6583469584584236 > 3.1476586386561394
WOLF (strong): th(4536000.0)=3.1476586386561394; dx=5.0685993888731204E-8 evalInputDelta=0.5106883198022842
New Minimum: 3.1476586386561394 > 3.0685249119997025
END: th(2268000.0)=3.0685249119997025; dx=-6.891192665080569E-8 evalInputDelta=0.5898220464587212
Fitness changed from 3.6583469584584236 to 3.0685249119997025
Iteration 6 complete. Error: 3.0685249119997025 Total: 9.6739; Orientation: 0.0329; Line Search: 7.3219
Adding measurement 17d745ae to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.503e+03, gradient 4.261e-04, dot -0.280; [53a0ef1f-4aa3-47c4-af17-1c6212a4b260 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.0685249119997025, 7.7108763717114925, 9.26159705966711, 10.086398891173303
LBFGS Accumulation History: 3 points
Removed measurement 17d745ae to history. Total: 3
th(0)=3.0685249119997025;dx=-1.580743631958617E-7
New Minimum: 3.0685249119997025 > 2.7584387809038162
WOLF (strong): th(4886257.876992312)=2.7584387809038162; dx=3.47974197200044E-9 evalInputDelta=0.31008613109588623
END: th(2443128.938496156)=2.770321696996689; dx=-6.390467413690678E-8 evalInputDelta=0.2982032150030136
Fitness changed from 3.0685249119997025 to 2.7584387809038162
Iteration 7 complete. Error: 2.7584387809038162 Total: 9.2087; Orientation: 0.0253; Line Search: 6.8849
Adding measurement 23aa4376 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.504e+03, gradient 5.148e-04, dot -0.199; [53a0ef1f-4aa3-47c4-af17-1c6212a4b260 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.7584387809038162, 7.7108763717114925, 9.26159705966711, 10.086398891173303
LBFGS Accumulation History: 3 points
Removed measurement 23aa4376 to history. Total: 3
th(0)=2.7584387809038162;dx=-2.2520480993137822E-7
New Minimum: 2.7584387809038162 > 2.6035799980163574
WOLF (strong): th(5263561.737316892)=2.6035799980163574; dx=4.8141592999228116E-8 evalInputDelta=0.1548587828874588
New Minimum: 2.6035799980163574 > 2.4399831891059875
END: th(2631780.868658446)=2.4399831891059875; dx=-4.099901971028185E-9 evalInputDelta=0.3184555917978287
Fitness changed from 2.7584387809038162 to 2.4399831891059875
Iteration 8 complete. Error: 2.4399831891059875 Total: 9.1853; Orientation: 0.0254; Line Search: 6.8944
Adding measurement 679b73ab to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.115e+03, gradient 3.548e-04, dot -0.271; [53a0ef1f-4aa3-47c4-af17-1c6212a4b260 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.4399831891059875, 7.7108763717114925, 9.26159705966711, 10.086398891173303
LBFGS Accumulation History: 3 points
Removed measurement 679b73ab to history. Total: 3
th(0)=2.4399831891059875;dx=-1.0589432742224077E-7
New Minimum: 2.4399831891059875 > 2.3523290008306503
WOLF (strong): th(5670000.000000001)=2.3523290008306503; dx=3.6871621662331566E-8 evalInputDelta=0.08765418827533722
New Minimum: 2.3523290008306503 > 2.241687871515751
END: th(2835000.0000000005)=2.241687871515751; dx=-2.5409944295679114E-8 evalInputDelta=0.19829531759023666
Fitness changed from 2.4399831891059875 to 2.241687871515751
Iteration 9 complete. Error: 2.241687871515751 Total: 9.1801; Orientation: 0.0255; Line Search: 6.8782
Adding measurement 2f6aa16 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.680e+03, gradient 3.102e-04, dot -0.263; [53a0ef1f-4aa3-47c4-af17-1c6212a4b260 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.241687871515751, 7.7108763717114925, 9.26159705966711, 10.086398891173303
LBFGS Accumulation History: 3 points
Removed measurement 2f6aa16 to history. Total: 3
th(0)=2.241687871515751;dx=-7.949231716077905E-8
New Minimum: 2.241687871515751 > 2.1479753628373146
WOLF (strong): th(6107822.346240392)=2.1479753628373146; dx=4.283064280484154E-9 evalInputDelta=0.09371250867843628
New Minimum: 2.1479753628373146 > 2.107290029525757
END: th(3053911.173120196)=2.107290029525757; dx=-1.9035950343391786E-8 evalInputDelta=0.13439784198999405
Fitness changed from 2.241687871515751 to 2.107290029525757
Iteration 10 complete. Error: 2.107290029525757 Total: 9.2420; Orientation: 0.0833; Line Search: 6.8596
Adding measurement 519f665e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.782e+03, gradient 2.965e-04, dot -0.269; [53a0ef1f-4aa3-47c4-af17-1c6212a4b260 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.107290029525757, 7.7108763717114925, 9.26159705966711, 10.086398891173303
LBFGS Accumulation History: 3 points
Removed measurement 519f665e to history. Total: 3
th(0)=2.107290029525757;dx=-7.041936806171755E-8
New Minimum: 2.107290029525757 > 2.0892985686659813
WOLF (strong): th(6579452.171646116)=2.0892985686659813; dx=1.7944793541380625E-8 evalInputDelta=0.017991460859775543
New Minimum: 2.0892985686659813 > 1.9963005036115646
END: th(3289726.085823058)=1.9963005036115646; dx=-4.448121450357372E-9 evalInputDelta=0.1109895259141922
Fitness changed from 2.107290029525757 to 1.9963005036115646
Iteration 11 complete. Error: 1.9963005036115646 Total: 9.2903; Orientation: 0.0245; Line Search: 6.9245
Adding measurement 485c7a22 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.297e+03, gradient 2.918e-04, dot -0.230; [53a0ef1f-4aa3-47c4-af17-1c6212a4b260 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.9963005036115646, 7.7108763717114925, 9.26159705966711, 10.086398891173303
LBFGS Accumulation History: 3 points
Removed measurement 485c7a22 to history. Total: 3
th(0)=1.9963005036115646;dx=-6.999186998378698E-8
Armijo: th(7087500.000000003)=2.0252939239144325; dx=2.168245315112133E-8 evalInputDelta=-0.02899342030286789
New Minimum: 1.9963005036115646 > 1.9046537429094315
WOLF (strong): th(3543750.0000000014)=1.9046537429094315; dx=3.0358392036458328E-9 evalInputDelta=0.09164676070213318
END: th(1181250.0000000005)=1.9229578524827957; dx=-4.078815231552396E-8 evalInputDelta=0.07334265112876892
Fitness changed from 1.9963005036115646 to 1.9046537429094315
Iteration 12 complete. Error: 1.9046537429094315 Total: 12.0455; Orientation: 0.0246; Line Search: 9.7258
Adding measurement 3826510a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.390e+03, gradient 2.781e-04, dot -0.234; [53a0ef1f-4aa3-47c4-af17-1c6212a4b260 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.9046537429094315, 7.7108763717114925, 9.26159705966711, 10.086398891173303
LBFGS Accumulation History: 3 points
Removed measurement 3826510a to history. Total: 3
th(0)=1.9046537429094315;dx=-6.482284978477E-8
New Minimum: 1.9046537429094315 > 1.810776725411415
END: th(2544925.977600164)=1.810776725411415; dx=-7.319560471284957E-9 evalInputDelta=0.09387701749801636
Fitness changed from 1.9046537429094315 to 1.810776725411415
Iteration 13 complete. Error: 1.810776725411415 Total: 6.9235; Orientation: 0.0243; Line Search: 4.6199
Adding measurement 1be2c8a4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.076e+03, gradient 2.357e-04, dot -0.233; [53a0ef1f-4aa3-47c4-af17-1c6212a4b260 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.810776725411415, 7.7108763717114925, 9.26159705966711, 10.086398891173303
LBFGS Accumulation History: 3 points
Removed measurement 1be2c8a4 to history. Total: 3
th(0)=1.810776725411415;dx=-4.191801819564679E-8
New Minimum: 1.810776725411415 > 1.80317023396492
WOLF (strong): th(5482876.809705098)=1.80317023396492; dx=8.30892768329981E-9 evalInputDelta=0.007606491446495056
New Minimum: 1.80317023396492 > 1.7583144456148148
END: th(2741438.404852549)=1.7583144456148148; dx=-4.830392588289641E-9 evalInputDelta=0.05246227979660034
Fitness changed from 1.810776725411415 to 1.7583144456148148
Iteration 14 complete. Error: 1.7583144456148148 Total: 9.2355; Orientation: 0.0237; Line Search: 6.9164
Adding measurement 2be1f991 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.251e+03, gradient 2.429e-04, dot -0.236; [53a0ef1f-4aa3-47c4-af17-1c6212a4b260 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.7583144456148148, 7.7108763717114925, 9.26159705966711, 10.086398891173303
LBFGS Accumulation History: 3 points
Removed measurement 2be1f991 to history. Total: 3
th(0)=1.7583144456148148;dx=-4.729255816261718E-8
Armijo: th(5906250.000000004)=1.7821712344884872; dx=1.2390581396776812E-8 evalInputDelta=-0.023856788873672485
New Minimum: 1.7583144456148148 > 1.7098698318004608
WOLF (strong): th(2953125.000000002)=1.7098698318004608; dx=3.744651730222061E-9 evalInputDelta=0.04844461381435394
END: th(984375.0000000006)=1.7179234102368355; dx=-2.74126335293335E-8 evalInputDelta=0.04039103537797928
Fitness changed from 1.7583144456148148 to 1.7098698318004608
Iteration 15 complete. Error: 1.7098698318004608 Total: 11.4587; Orientation: 0.0235; Line Search: 9.1451
Adding measurement e602e78 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.462e+02, gradient 2.368e-04, dot -0.209; [53a0ef1f-4aa3-47c4-af17-1c6212a4b260 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.7098698318004608, 7.7108763717114925, 9.26159705966711, 10.086398891173303
LBFGS Accumulation History: 3 points
Removed measurement e602e78 to history. Total: 3
th(0)=1.7098698318004608;dx=-4.3830589299064036E-8
New Minimum: 1.7098698318004608 > 1.6512910574674606
END: th(2120771.648000137)=1.6512910574674606; dx=-9.353769232426585E-9 evalInputDelta=0.05857877433300018
Fitness changed from 1.7098698318004608 to 1.6512910574674606
Iteration 16 complete. Error: 1.6512910574674606 Total: 7.0025; Orientation: 0.0248; Line Search: 4.5865
Adding measurement 26d709d2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.020e+03, gradient 1.986e-04, dot -0.238; [53a0ef1f-4aa3-47c4-af17-1c6212a4b260 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.6512910574674606, 7.7108763717114925, 9.26159705966711, 10.086398891173303
LBFGS Accumulation History: 3 points
Removed measurement 26d709d2 to history. Total: 3
th(0)=1.6512910574674606;dx=-2.6239981009833258E-8
New Minimum: 1.6512910574674606 > 1.6321064606308937
WOLF (strong): th(4569064.008087583)=1.6321064606308937; dx=1.8023214564148858E-9 evalInputDelta=0.019184596836566925
New Minimum: 1.6321064606308937 > 1.61566811054945
END: th(2284532.0040437914)=1.61566811054945; dx=-9.358596562047298E-9 evalInputDelta=0.03562294691801071
Fitness changed from 1.6512910574674606 to 1.61566811054945
Iteration 17 complete. Error: 1.61566811054945 Total: 9.2101; Orientation: 0.0234; Line Search: 6.8501
Adding measurement 6e82c947 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.942e+02, gradient 1.936e-04, dot -0.233; [53a0ef1f-4aa3-47c4-af17-1c6212a4b260 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.61566811054945, 7.7108763717114925, 9.26159705966711, 10.086398891173303
LBFGS Accumulation History: 3 points
Removed measurement 6e82c947 to history. Total: 3
th(0)=1.61566811054945;dx=-2.4897835960074754E-8
New Minimum: 1.61566811054945 > 1.6053890585899353
WOLF (strong): th(4921875.000000004)=1.6053890585899353; dx=3.2659846369639977E-9 evalInputDelta=0.010279051959514618
New Minimum: 1.6053890585899353 > 1.5863480269908905
END: th(2460937.500000002)=1.5863480269908905; dx=-4.497350830174212E-9 evalInputDelta=0.029320083558559418
Fitness changed from 1.61566811054945 to 1.5863480269908905
Iteration 18 complete. Error: 1.5863480269908905 Total: 9.5142; Orientation: 0.0241; Line Search: 7.0491
Adding measurement 3bb2680e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.794e+02, gradient 1.977e-04, dot -0.218; [53a0ef1f-4aa3-47c4-af17-1c6212a4b260 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.5863480269908905, 7.7108763717114925, 9.26159705966711, 10.086398891173303
LBFGS Accumulation History: 3 points
Removed measurement 3bb2680e to history. Total: 3
th(0)=1.5863480269908905;dx=-2.8269420269195926E-8
Armijo: th(5301929.120000343)=1.5880742967128754; dx=6.164860891975236E-9 evalInputDelta=-0.0017262697219848633
New Minimum: 1.5863480269908905 > 1.554157815873623
END: th(2650964.5600001714)=1.554157815873623; dx=-1.3520015522073227E-9 evalInputDelta=0.03219021111726761
Fitness changed from 1.5863480269908905 to 1.554157815873623
Iteration 19 complete. Error: 1.554157815873623 Total: 9.3967; Orientation: 0.0304; Line Search: 7.0255
Adding measurement 5f1f24e3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.328e+02, gradient 1.879e-04, dot -0.214; [53a0ef1f-4aa3-47c4-af17-1c6212a4b260 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.554157815873623, 7.7108763717114925, 9.26159705966711, 10.086398891173303
LBFGS Accumulation History: 3 points
Removed measurement 5f1f24e3 to history. Total: 3
th(0)=1.554157815873623;dx=-2.5268458322120223E-8
Armijo: th(5711330.010109479)=1.5828053653240204; dx=1.1943913785824606E-8 evalInputDelta=-0.02864754945039749
New Minimum: 1.554157815873623 > 1.5323961228132248
WOLF (strong): th(2855665.0050547393)=1.5323961228132248; dx=1.0243811212885563E-9 evalInputDelta=0.021761693060398102
END: th(951888.3350182464)=1.5345529466867447; dx=-1.3862337174986224E-8 evalInputDelta=0.019604869186878204
Fitness changed from 1.554157815873623 to 1.5323961228132248
Iteration 20 complete. Error: 1.5323961228132248 Total: 13.0901; Orientation: 0.0243; Line Search: 9.2377
Final threshold in iteration 21: 1.5323961228132248 (> -Infinity) after 209.172s (< 5400.000s)
