Reset training subject: 14702400532324
Reset training subject: 14725859655661
Adding measurement 3e24e41a to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=-0.5558269321918488;dx=-5.765799445902615E-7
New Minimum: -0.5558269321918488 > -0.5558279305696487
WOLFE (weak): th(2.154434690031884)=-0.5558279305696487; dx=-5.519378349165473E-7 evalInputDelta=9.98377799987793E-7
New Minimum: -0.5558279305696487 > -0.5558295994997025
WOLFE (weak): th(4.308869380063768)=-0.5558295994997025; dx=-5.519870635176954E-7 evalInputDelta=2.6673078536987305E-6
New Minimum: -0.5558295994997025 > -0.5558345764875412
WOLFE (weak): th(12.926608140191302)=-0.5558345764875412; dx=-5.519035425385339E-7 evalInputDelta=7.644295692443848E-6
New Minimum: -0.5558345764875412 > -0.5558575242757797
WOLFE (weak): th(51.70643256076521)=-0.5558575242757797; dx=-5.519096332554313E-7 evalInputDelta=3.059208393096924E-5
New Minimum: -0.5558575242757797 > -0.5559791624546051
WOLFE (weak): th(258.53216280382605)=-0.5559791624546051; dx=-5.520328234966446E-7 evalInputDelta=1.5223026275634766E-4
New Minimum: -0.5559791624546051 > -0.5567395091056824
WOLFE (weak): th(1551.1929768229563)=-0.5567395091056824; dx=-5.514756349055166E-7 evalInputDelta=9.125769138336182E-4
New Minimum: -0.5567395091056824 > -0.56221092492342
WOLFE (weak): th(10858.350837760694)=-0.56221092492342; dx=-5.5091640587024E-7 evalInputDelta=0.0063839927315711975
New Minimum: -0.56221092492342 > -0.6065584719181061
WOLFE (weak): th(86866.80670208555)=-0.6065584719181061; dx=-5.431752840288139E-7 evalInputDelta=0.050731539726257324
New Minimum: -0.6065584719181061 > -0.9672408103942871
END: th(781801.26031877)=-0.9672408103942871; dx=-4.254540295084473E-7 evalInputDelta=0.41141387820243835
Fitness changed from -0.5558269321918488 to -0.9672408103942871
Iteration 1 complete. Error: -0.9672408103942871 Total: 304.2067; Orientation: 0.0322; Line Search: 233.9250
Adding measurement 4e3600b2 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-0.9672408103942871;dx=-4.293354890936036E-7
New Minimum: -0.9672408103942871 > -1.587196946144104
END: th(1684339.7559414052)=-1.587196946144104; dx=-2.6851235574570883E-7 evalInputDelta=0.6199561357498169
Fitness changed from -0.9672408103942871 to -1.587196946144104
Iteration 2 complete. Error: -1.587196946144104 Total: 70.3611; Orientation: 0.0321; Line Search: 46.8764
Adding measurement 2101d31d to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-1.587196946144104;dx=-2.8782410617304095E-7
New Minimum: -1.587196946144104 > -2.306187629699707
END: th(3628800.0)=-2.306187629699707; dx=-1.17539551497834E-7 evalInputDelta=0.718990683555603
Fitness changed from -1.587196946144104 to -2.306187629699707
Iteration 3 complete. Error: -2.306187629699707 Total: 70.6881; Orientation: 0.0341; Line Search: 46.9909
Adding measurement 665587d2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.939e+03, gradient 4.064e-04, dot -0.651; [e5757610-4524-46bd-b8ae-1510f0cc5cee = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.306187629699707, -1.587196946144104, -0.9672408103942871, -0.5558269321918488
LBFGS Accumulation History: 3 points
Removed measurement 665587d2 to history. Total: 3
th(0)=-2.306187629699707;dx=-1.64669215640031E-7
New Minimum: -2.306187629699707 > -2.907747019082308
END: th(7818012.6031877)=-2.907747019082308; dx=-2.270215821469041E-8 evalInputDelta=0.6015593893826008
Fitness changed from -2.306187629699707 to -2.907747019082308
Iteration 4 complete. Error: -2.907747019082308 Total: 71.5569; Orientation: 0.8753; Line Search: 47.0004
Adding measurement 37808327 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.070e+03, gradient 3.711e-04, dot -0.462; [e5757610-4524-46bd-b8ae-1510f0cc5cee = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.907747019082308, -1.587196946144104, -0.9672408103942871, -0.5558269321918488
LBFGS Accumulation History: 3 points
Removed measurement 37808327 to history. Total: 3
th(0)=-2.907747019082308;dx=-1.3756309457176484E-7
Armijo: th(1.684339755941405E7)=-2.54312264919281; dx=6.630319054668552E-8 evalInputDelta=-0.36462436988949776
New Minimum: -2.907747019082308 > -3.027006734162569
WOLF (strong): th(8421698.779707026)=-3.027006734162569; dx=3.404445475107197E-8 evalInputDelta=0.11925971508026123
New Minimum: -3.027006734162569 > -3.111284427344799
END: th(2807232.9265690087)=-3.111284427344799; dx=-1.3990004863101777E-8 evalInputDelta=0.20353740826249123
Fitness changed from -2.907747019082308 to -3.111284427344799
Iteration 5 complete. Error: -3.111284427344799 Total: 117.9926; Orientation: 0.9224; Line Search: 93.6192
Adding measurement 52d1d1c9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.893e+03, gradient 2.547e-04, dot -0.467; [e5757610-4524-46bd-b8ae-1510f0cc5cee = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.111284427344799, -1.587196946144104, -0.9672408103942871, -0.5558269321918488
LBFGS Accumulation History: 3 points
Removed measurement 52d1d1c9 to history. Total: 3
th(0)=-3.111284427344799;dx=-6.48048243140319E-8
New Minimum: -3.111284427344799 > -3.215748220682144
WOLF (strong): th(6048000.0)=-3.215748220682144; dx=1.703514401508122E-8 evalInputDelta=0.10446379333734512
New Minimum: -3.215748220682144 > -3.2281451635062695
END: th(3024000.0)=-3.2281451635062695; dx=-1.2330801866771357E-8 evalInputDelta=0.11686073616147041
Fitness changed from -3.111284427344799 to -3.2281451635062695
Iteration 6 complete. Error: -3.2281451635062695 Total: 94.7507; Orientation: 0.9001; Line Search: 70.4056
Adding measurement 1a47978b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.730e+03, gradient 2.197e-04, dot -0.570; [e5757610-4524-46bd-b8ae-1510f0cc5cee = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.2281451635062695, -1.587196946144104, -0.9672408103942871, -0.5558269321918488
LBFGS Accumulation History: 3 points
Removed measurement 1a47978b to history. Total: 3
th(0)=-3.2281451635062695;dx=-4.8156462985263695E-8
New Minimum: -3.2281451635062695 > -3.304886482656002
WOLF (strong): th(6515010.502656417)=-3.304886482656002; dx=1.3368241804651164E-8 evalInputDelta=0.07674131914973259
New Minimum: -3.304886482656002 > -3.319590412080288
END: th(3257505.2513282085)=-3.319590412080288; dx=-7.456127727694098E-9 evalInputDelta=0.09144524857401848
Fitness changed from -3.2281451635062695 to -3.319590412080288
Iteration 7 complete. Error: -3.319590412080288 Total: 94.6805; Orientation: 0.9387; Line Search: 70.2850
Adding measurement fb2b8cd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.837e+03, gradient 1.970e-04, dot -0.505; [e5757610-4524-46bd-b8ae-1510f0cc5cee = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.319590412080288, -1.587196946144104, -0.9672408103942871, -0.5558269321918488
LBFGS Accumulation History: 3 points
Removed measurement fb2b8cd to history. Total: 3
th(0)=-3.319590412080288;dx=-3.8707457664976444E-8
New Minimum: -3.319590412080288 > -3.3593494668602943
WOLF (strong): th(7018082.316422523)=-3.3593494668602943; dx=1.9204919870961115E-8 evalInputDelta=0.03975905478000641
New Minimum: -3.3593494668602943 > -3.393222887068987
END: th(3509041.1582112615)=-3.393222887068987; dx=-3.006129703922464E-9 evalInputDelta=0.07363247498869896
Fitness changed from -3.319590412080288 to -3.393222887068987
Iteration 8 complete. Error: -3.393222887068987 Total: 94.7410; Orientation: 0.9036; Line Search: 70.2883
Adding measurement 5ff951d7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.466e+03, gradient 1.900e-04, dot -0.553; [e5757610-4524-46bd-b8ae-1510f0cc5cee = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.393222887068987, -1.587196946144104, -0.9672408103942871, -0.5558269321918488
LBFGS Accumulation History: 3 points
Removed measurement 5ff951d7 to history. Total: 3
th(0)=-3.393222887068987;dx=-3.606245472277422E-8
New Minimum: -3.393222887068987 > -3.4012542106211185
WOLF (strong): th(7560000.000000002)=-3.4012542106211185; dx=2.432632358536014E-8 evalInputDelta=0.008031323552131653
New Minimum: -3.4012542106211185 > -3.4570133462548256
WOLF (strong): th(3780000.000000001)=-3.4570133462548256; dx=1.6489347513669593E-9 evalInputDelta=0.0637904591858387
END: th(1260000.0000000002)=-3.4317348301410675; dx=-2.1722806301427745E-8 evalInputDelta=0.03851194307208061
Fitness changed from -3.393222887068987 to -3.4570133462548256
Iteration 9 complete. Error: -3.4570133462548256 Total: 118.2569; Orientation: 0.9036; Line Search: 93.7262
Adding measurement 7aa4a89d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.574e+03, gradient 1.866e-04, dot -0.461; [e5757610-4524-46bd-b8ae-1510f0cc5cee = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.4570133462548256, -1.587196946144104, -0.9672408103942871, -0.5558269321918488
LBFGS Accumulation History: 3 points
Removed measurement 7aa4a89d to history. Total: 3
th(0)=-3.4570133462548256;dx=-3.4789651094161655E-8
New Minimum: -3.4570133462548256 > -3.510479222983122
END: th(2714587.709440174)=-3.510479222983122; dx=-3.860478363662839E-9 evalInputDelta=0.05346587672829628
Fitness changed from -3.4570133462548256 to -3.510479222983122
Iteration 10 complete. Error: -3.510479222983122 Total: 71.1187; Orientation: 0.8555; Line Search: 46.7666
Adding measurement 5b251eaa to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.136e+03, gradient 1.384e-04, dot -0.617; [e5757610-4524-46bd-b8ae-1510f0cc5cee = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.510479222983122, -1.587196946144104, -0.9672408103942871, -0.5558269321918488
LBFGS Accumulation History: 3 points
Removed measurement 5b251eaa to history. Total: 3
th(0)=-3.510479222983122;dx=-1.9122609314920788E-8
New Minimum: -3.510479222983122 > -3.5692574717104435
END: th(5848401.930352103)=-3.5692574717104435; dx=-1.7690667053586145E-9 evalInputDelta=0.058778248727321625
Fitness changed from -3.510479222983122 to -3.5692574717104435
Iteration 11 complete. Error: -3.5692574717104435 Total: 71.4272; Orientation: 0.9895; Line Search: 46.8968
Adding measurement 799f35d1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.385e+03, gradient 1.804e-04, dot -0.424; [e5757610-4524-46bd-b8ae-1510f0cc5cee = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.5692574717104435, -1.587196946144104, -0.9672408103942871, -0.5558269321918488
LBFGS Accumulation History: 3 points
Removed measurement 799f35d1 to history. Total: 3
th(0)=-3.5692574717104435;dx=-3.250261487204411E-8
Armijo: th(1.2600000000000004E7)=-3.257866036146879; dx=5.194913736310598E-8 evalInputDelta=-0.3113914355635643
Armijo: th(6300000.000000002)=-3.5484693869948387; dx=3.0079054745895676E-8 evalInputDelta=-0.020788084715604782
New Minimum: -3.5692574717104435 > -3.6107170321047306
END: th(2100000.0000000005)=-3.6107170321047306; dx=-5.815842961009902E-9 evalInputDelta=0.04145956039428711
Fitness changed from -3.5692574717104435 to -3.6107170321047306
Iteration 12 complete. Error: -3.6107170321047306 Total: 118.6085; Orientation: 0.8579; Line Search: 94.1763
Adding measurement 555f5652 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.841e+03, gradient 1.076e-04, dot -0.653; [e5757610-4524-46bd-b8ae-1510f0cc5cee = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.6107170321047306, -1.587196946144104, -0.9672408103942871, -0.5558269321918488
LBFGS Accumulation History: 3 points
Removed measurement 555f5652 to history. Total: 3
th(0)=-3.6107170321047306;dx=-1.1555212355536946E-8
New Minimum: -3.6107170321047306 > -3.654728200286627
END: th(4524312.849066957)=-3.654728200286627; dx=-7.254344228481475E-9 evalInputDelta=0.04401116818189621
Fitness changed from -3.6107170321047306 to -3.654728200286627
Iteration 13 complete. Error: -3.654728200286627 Total: 71.4188; Orientation: 0.8553; Line Search: 46.9785
Adding measurement 1f408658 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.586e+03, gradient 1.051e-04, dot -0.599; [e5757610-4524-46bd-b8ae-1510f0cc5cee = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.654728200286627, -1.587196946144104, -0.9672408103942871, -0.5558269321918488
LBFGS Accumulation History: 3 points
Removed measurement 1f408658 to history. Total: 3
th(0)=-3.654728200286627;dx=-1.1030534619011833E-8
New Minimum: -3.654728200286627 > -3.6976248994469643
WOLF (strong): th(9747336.550586838)=-3.6976248994469643; dx=1.691162979453863E-9 evalInputDelta=0.04289669916033745
END: th(4873668.275293419)=-3.6925755329430103; dx=-3.898674053148534E-9 evalInputDelta=0.037847332656383514
Fitness changed from -3.654728200286627 to -3.6976248994469643
Iteration 14 complete. Error: -3.6976248994469643 Total: 94.3856; Orientation: 0.8627; Line Search: 70.0538
Adding measurement 78695dde to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.995e+03, gradient 2.092e-04, dot -0.367; [e5757610-4524-46bd-b8ae-1510f0cc5cee = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.6976248994469643, -1.587196946144104, -0.9672408103942871, -0.5558269321918488
LBFGS Accumulation History: 3 points
Removed measurement 78695dde to history. Total: 3
th(0)=-3.6976248994469643;dx=-4.371904913612581E-8
Armijo: th(1.0500000000000004E7)=-3.43235282599926; dx=6.231685022266679E-8 evalInputDelta=-0.2652720734477043
New Minimum: -3.6976248994469643 > -3.70073464140296
WOLF (strong): th(5250000.000000002)=-3.70073464140296; dx=3.063035169711367E-8 evalInputDelta=0.0031097419559955597
New Minimum: -3.70073464140296 > -3.746563021093607
END: th(1750000.0000000007)=-3.746563021093607; dx=-1.0345154503974685E-8 evalInputDelta=0.048938121646642685
Fitness changed from -3.6976248994469643 to -3.746563021093607
Iteration 15 complete. Error: -3.746563021093607 Total: 117.9953; Orientation: 0.9341; Line Search: 93.5364
Adding measurement 5a4fad16 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.632e+03, gradient 8.521e-05, dot -0.649; [e5757610-4524-46bd-b8ae-1510f0cc5cee = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.746563021093607, -1.587196946144104, -0.9672408103942871, -0.5558269321918488
LBFGS Accumulation History: 3 points
Removed measurement 5a4fad16 to history. Total: 3
th(0)=-3.746563021093607;dx=-7.253571390175986E-9
New Minimum: -3.746563021093607 > -3.7711892500519753
END: th(3770260.7075557983)=-3.7711892500519753; dx=-5.1753420604136405E-9 evalInputDelta=0.0246262289583683
Fitness changed from -3.746563021093607 to -3.7711892500519753
Iteration 16 complete. Error: -3.7711892500519753 Total: 71.2890; Orientation: 0.9300; Line Search: 46.7638
Adding measurement 43ce72 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.479e+03, gradient 7.965e-05, dot -0.640; [e5757610-4524-46bd-b8ae-1510f0cc5cee = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.7711892500519753, -1.587196946144104, -0.9672408103942871, -0.5558269321918488
LBFGS Accumulation History: 3 points
Removed measurement 43ce72 to history. Total: 3
th(0)=-3.7711892500519753;dx=-6.338043886981161E-9
New Minimum: -3.7711892500519753 > -3.811727099120617
END: th(8122780.458822368)=-3.811727099120617; dx=-3.211216075003658E-9 evalInputDelta=0.04053784906864166
Fitness changed from -3.7711892500519753 to -3.811727099120617
Iteration 17 complete. Error: -3.811727099120617 Total: 71.2431; Orientation: 0.8529; Line Search: 46.9412
Adding measurement 10ce5d11 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.661e+03, gradient 1.030e-04, dot -0.513; [e5757610-4524-46bd-b8ae-1510f0cc5cee = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.811727099120617, -1.587196946144104, -0.9672408103942871, -0.5558269321918488
LBFGS Accumulation History: 3 points
Removed measurement 10ce5d11 to history. Total: 3
th(0)=-3.811727099120617;dx=-1.0597466684733452E-8
Armijo: th(1.750000000000001E7)=-3.6532815881073475; dx=2.15603545277036E-8 evalInputDelta=-0.15844551101326942
Armijo: th(8750000.000000006)=-3.803758777678013; dx=9.876582303511503E-9 evalInputDelta=-0.007968321442604065
New Minimum: -3.811727099120617 > -3.830593727529049
END: th(2916666.6666666684)=-3.830593727529049; dx=-2.005014773665664E-9 evalInputDelta=0.018866628408432007
Fitness changed from -3.811727099120617 to -3.830593727529049
Iteration 18 complete. Error: -3.830593727529049 Total: 118.0578; Orientation: 0.9114; Line Search: 93.6535
Adding measurement 1acb50c6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.381e+03, gradient 7.647e-05, dot -0.594; [e5757610-4524-46bd-b8ae-1510f0cc5cee = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.830593727529049, -1.587196946144104, -0.9672408103942871, -0.5558269321918488
LBFGS Accumulation History: 3 points
Removed measurement 1acb50c6 to history. Total: 3
th(0)=-3.830593727529049;dx=-5.8424755522356844E-9
New Minimum: -3.830593727529049 > -3.855172500014305
END: th(6283767.845926331)=-3.855172500014305; dx=-1.6519979213046499E-9 evalInputDelta=0.024578772485256195
Fitness changed from -3.830593727529049 to -3.855172500014305
Iteration 19 complete. Error: -3.855172500014305 Total: 71.5742; Orientation: 0.8796; Line Search: 47.0234
Adding measurement 6c3ffb09 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.608e+03, gradient 9.789e-05, dot -0.498; [e5757610-4524-46bd-b8ae-1510f0cc5cee = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.855172500014305, -1.587196946144104, -0.9672408103942871, -0.5558269321918488
LBFGS Accumulation History: 3 points
Removed measurement 6c3ffb09 to history. Total: 3
th(0)=-3.855172500014305;dx=-9.570789739352156E-9
Armijo: th(1.3537967431370614E7)=-3.7684881575405598; dx=1.78195989448741E-8 evalInputDelta=-0.08668434247374535
New Minimum: -3.855172500014305 > -3.860091209411621
WOLF (strong): th(6768983.715685307)=-3.860091209411621; dx=6.931784462880041E-9 evalInputDelta=0.004918709397315979
New Minimum: -3.860091209411621 > -3.870273604989052
END: th(2256327.9052284355)=-3.870273604989052; dx=-3.1925143870768786E-9 evalInputDelta=0.015101104974746704
Fitness changed from -3.855172500014305 to -3.870273604989052
Iteration 20 complete. Error: -3.870273604989052 Total: 117.8814; Orientation: 0.9293; Line Search: 93.4600
Final threshold in iteration 21: -3.870273604989052 (> -Infinity) after 2032.235s (< 5400.000s)
