Reset training subject: 21631141068320
Reset training subject: 21668175859522
Adding measurement 1475cebe to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=1.7262834161520004;dx=-2.3455237932764406E-7
New Minimum: 1.7262834161520004 > 1.7262832969427109
WOLFE (weak): th(2.154434690031884)=1.7262832969427109; dx=-2.203003952556088E-7 evalInputDelta=1.1920928955078125E-7
New Minimum: 1.7262832969427109 > 1.726282462477684
WOLFE (weak): th(4.308869380063768)=1.726282462477684; dx=-2.1790340235318457E-7 evalInputDelta=9.5367431640625E-7
New Minimum: 1.726282462477684 > 1.7262797206640244
WOLFE (weak): th(12.926608140191302)=1.7262797206640244; dx=-2.219597564216103E-7 evalInputDelta=3.6954879760742188E-6
New Minimum: 1.7262797206640244 > 1.7262686267495155
WOLFE (weak): th(51.70643256076521)=1.7262686267495155; dx=-2.2293122686774642E-7 evalInputDelta=1.4789402484893799E-5
New Minimum: 1.7262686267495155 > 1.7262089401483536
WOLFE (weak): th(258.53216280382605)=1.7262089401483536; dx=-2.2005314185138344E-7 evalInputDelta=7.447600364685059E-5
New Minimum: 1.7262089401483536 > 1.725836157798767
WOLFE (weak): th(1551.1929768229563)=1.725836157798767; dx=-2.189784591466629E-7 evalInputDelta=4.472583532333374E-4
New Minimum: 1.725836157798767 > 1.7231557071208954
WOLFE (weak): th(10858.350837760694)=1.7231557071208954; dx=-2.182940505409613E-7 evalInputDelta=0.0031277090311050415
New Minimum: 1.7231557071208954 > 1.7014974728226662
WOLFE (weak): th(86866.80670208555)=1.7014974728226662; dx=-2.1757237816286348E-7 evalInputDelta=0.02478594332933426
New Minimum: 1.7014974728226662 > 1.5251960828900337
END: th(781801.26031877)=1.5251960828900337; dx=-1.7293849960356685E-7 evalInputDelta=0.2010873332619667
Fitness changed from 1.7262834161520004 to 1.5251960828900337
Iteration 1 complete. Error: 1.5251960828900337 Total: 463.8505; Orientation: 0.1033; Line Search: 356.1290
Adding measurement 78d8fbbe to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=1.5251960828900337;dx=-1.7011526429350959E-7
New Minimum: 1.5251960828900337 > 1.2327992469072342
END: th(1684339.7559414052)=1.2327992469072342; dx=-1.0569921131906066E-7 evalInputDelta=0.29239683598279953
Fitness changed from 1.5251960828900337 to 1.2327992469072342
Iteration 2 complete. Error: 1.2327992469072342 Total: 105.6758; Orientation: 0.1018; Line Search: 70.3708
Adding measurement 28a70a25 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=1.2327992469072342;dx=-1.226530180416472E-7
New Minimum: 1.2327992469072342 > 0.8780265673995018
END: th(3628800.0)=0.8780265673995018; dx=-4.765710518952191E-8 evalInputDelta=0.3547726795077324
Fitness changed from 1.2327992469072342 to 0.8780265673995018
Iteration 3 complete. Error: 0.8780265673995018 Total: 105.8428; Orientation: 0.1017; Line Search: 70.3911
Adding measurement 30957116 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.138e+03, gradient 3.433e-04, dot -0.609; [18ca9f1e-30c3-4e83-b108-0c755ecd0d5b = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.8780265673995018, 1.2327992469072342, 1.5251960828900337, 1.7262834161520004
LBFGS Accumulation History: 3 points
Removed measurement 30957116 to history. Total: 3
th(0)=0.8780265673995018;dx=-1.103220989353119E-7
New Minimum: 0.8780265673995018 > 0.6054572463035583
END: th(7818012.6031877)=0.6054572463035583; dx=-1.793078964274814E-9 evalInputDelta=0.27256932109594345
Fitness changed from 0.8780265673995018 to 0.6054572463035583
Iteration 4 complete. Error: 0.6054572463035583 Total: 110.2109; Orientation: 2.5540; Line Search: 72.3770
Adding measurement 133affa2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.733e+03, gradient 3.626e-04, dot -0.419; [18ca9f1e-30c3-4e83-b108-0c755ecd0d5b = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.6054572463035583, 1.2327992469072342, 1.5251960828900337, 1.7262834161520004
LBFGS Accumulation History: 3 points
Removed measurement 133affa2 to history. Total: 3
th(0)=0.6054572463035583;dx=-1.2255463324502087E-7
Armijo: th(1.684339755941405E7)=0.7490091472864151; dx=2.609976110089194E-8 evalInputDelta=-0.14355190098285675
New Minimum: 0.6054572463035583 > 0.34053291380405426
WOLF (strong): th(8421698.779707026)=0.34053291380405426; dx=2.7471178175944723E-8 evalInputDelta=0.2649243324995041
New Minimum: 0.34053291380405426 > 0.29530278593301773
END: th(2807232.9265690087)=0.29530278593301773; dx=-4.1657516611083164E-8 evalInputDelta=0.3101544603705406
Fitness changed from 0.6054572463035583 to 0.29530278593301773
Iteration 5 complete. Error: 0.29530278593301773 Total: 178.6042; Orientation: 2.3753; Line Search: 140.6783
Adding measurement 33558cec to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.894e+03, gradient 2.666e-04, dot -0.511; [18ca9f1e-30c3-4e83-b108-0c755ecd0d5b = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.29530278593301773, 1.2327992469072342, 1.5251960828900337, 1.7262834161520004
LBFGS Accumulation History: 3 points
Removed measurement 33558cec to history. Total: 3
th(0)=0.29530278593301773;dx=-6.807071993699583E-8
New Minimum: 0.29530278593301773 > 0.06414555758237839
END: th(6048000.0)=0.06414555758237839; dx=-9.965047815035726E-10 evalInputDelta=0.23115722835063934
Fitness changed from 0.29530278593301773 to 0.06414555758237839
Iteration 6 complete. Error: 0.06414555758237839 Total: 108.4822; Orientation: 2.3517; Line Search: 70.4128
Adding measurement 567606cd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.911e+03, gradient 2.831e-04, dot -0.420; [18ca9f1e-30c3-4e83-b108-0c755ecd0d5b = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.06414555758237839, 1.2327992469072342, 1.5251960828900337, 1.7262834161520004
LBFGS Accumulation History: 3 points
Removed measurement 567606cd to history. Total: 3
th(0)=0.06414555758237839;dx=-7.247000486152266E-8
Armijo: th(1.3030021005312834E7)=0.17070716619491577; dx=2.4597928630666087E-8 evalInputDelta=-0.10656160861253738
New Minimum: 0.06414555758237839 > -0.08572613447904587
WOLF (strong): th(6515010.502656417)=-0.08572613447904587; dx=2.276168231905854E-8 evalInputDelta=0.14987169206142426
New Minimum: -0.08572613447904587 > -0.08998775482177734
END: th(2171670.167552139)=-0.08998775482177734; dx=-3.139650120696623E-8 evalInputDelta=0.15413331240415573
Fitness changed from 0.06414555758237839 to -0.08998775482177734
Iteration 7 complete. Error: -0.08998775482177734 Total: 178.2382; Orientation: 2.3328; Line Search: 140.5995
Adding measurement 13bb60e1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.585e+03, gradient 2.003e-04, dot -0.593; [18ca9f1e-30c3-4e83-b108-0c755ecd0d5b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.08998775482177734, 1.2327992469072342, 1.5251960828900337, 1.7262834161520004
LBFGS Accumulation History: 3 points
Removed measurement 13bb60e1 to history. Total: 3
th(0)=-0.08998775482177734;dx=-3.7147905218936824E-8
New Minimum: -0.08998775482177734 > -0.2274107187986374
END: th(4678721.544281682)=-0.2274107187986374; dx=-8.89770716502705E-9 evalInputDelta=0.13742296397686005
Fitness changed from -0.08998775482177734 to -0.2274107187986374
Iteration 8 complete. Error: -0.2274107187986374 Total: 108.1541; Orientation: 2.3905; Line Search: 70.4942
Adding measurement 2fe78b68 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.820e+03, gradient 2.117e-04, dot -0.541; [18ca9f1e-30c3-4e83-b108-0c755ecd0d5b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.2274107187986374, 1.2327992469072342, 1.5251960828900337, 1.7262834161520004
LBFGS Accumulation History: 3 points
Removed measurement 2fe78b68 to history. Total: 3
th(0)=-0.2274107187986374;dx=-4.2767673211480596E-8
New Minimum: -0.2274107187986374 > -0.2368609607219696
WOLF (strong): th(1.0080000000000002E7)=-0.2368609607219696; dx=1.2279121530387238E-8 evalInputDelta=0.009450241923332214
New Minimum: -0.2368609607219696 > -0.31417030096054077
WOLF (strong): th(5040000.000000001)=-0.31417030096054077; dx=6.63625063534564E-9 evalInputDelta=0.08675958216190338
END: th(1680000.0000000002)=-0.2965744882822037; dx=-2.102885408130916E-8 evalInputDelta=0.06916376948356628
Fitness changed from -0.2274107187986374 to -0.31417030096054077
Iteration 9 complete. Error: -0.31417030096054077 Total: 181.0491; Orientation: 2.4370; Line Search: 140.7410
Adding measurement 2b2acfc9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.489e+03, gradient 2.393e-04, dot -0.436; [18ca9f1e-30c3-4e83-b108-0c755ecd0d5b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.31417030096054077, 1.2327992469072342, 1.5251960828900337, 1.7262834161520004
LBFGS Accumulation History: 3 points
Removed measurement 2b2acfc9 to history. Total: 3
th(0)=-0.31417030096054077;dx=-5.3503520198718965E-8
New Minimum: -0.31417030096054077 > -0.43235909193754196
WOLF (strong): th(3619450.2792535652)=-0.43235909193754196; dx=5.718122911775605E-9 evalInputDelta=0.11818879097700119
END: th(1809725.1396267826)=-0.4090043902397156; dx=-2.5888334466399287E-8 evalInputDelta=0.0948340892791748
Fitness changed from -0.31417030096054077 to -0.43235909193754196
Iteration 10 complete. Error: -0.43235909193754196 Total: 145.9047; Orientation: 2.4212; Line Search: 108.0921
Adding measurement eb96e67 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.696e+03, gradient 1.985e-04, dot -0.500; [18ca9f1e-30c3-4e83-b108-0c755ecd0d5b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.43235909193754196, 1.2327992469072342, 1.5251960828900337, 1.7262834161520004
LBFGS Accumulation History: 3 points
Removed measurement eb96e67 to history. Total: 3
th(0)=-0.43235909193754196;dx=-3.7131024281887454E-8
New Minimum: -0.43235909193754196 > -0.5078952461481094
WOLF (strong): th(3898934.620234735)=-0.5078952461481094; dx=5.801259926845093E-9 evalInputDelta=0.07553615421056747
END: th(1949467.3101173674)=-0.4975206330418587; dx=-1.3081851987372853E-8 evalInputDelta=0.06516154110431671
Fitness changed from -0.43235909193754196 to -0.5078952461481094
Iteration 11 complete. Error: -0.5078952461481094 Total: 143.2674; Orientation: 2.3750; Line Search: 105.6064
Adding measurement 536990bb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.870e+03, gradient 2.031e-04, dot -0.481; [18ca9f1e-30c3-4e83-b108-0c755ecd0d5b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.5078952461481094, 1.2327992469072342, 1.5251960828900337, 1.7262834161520004
LBFGS Accumulation History: 3 points
Removed measurement 536990bb to history. Total: 3
th(0)=-0.5078952461481094;dx=-3.904527434952951E-8
New Minimum: -0.5078952461481094 > -0.564835824072361
WOLF (strong): th(4200000.000000001)=-0.564835824072361; dx=1.330204539738508E-8 evalInputDelta=0.056940577924251556
New Minimum: -0.564835824072361 > -0.5737406760454178
END: th(2100000.0000000005)=-0.5737406760454178; dx=-9.046726814245219E-9 evalInputDelta=0.06584542989730835
Fitness changed from -0.5078952461481094 to -0.5737406760454178
Iteration 12 complete. Error: -0.5737406760454178 Total: 148.2818; Orientation: 2.3844; Line Search: 108.1432
Adding measurement 5e2fe4c0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.960e+03, gradient 1.418e-04, dot -0.656; [18ca9f1e-30c3-4e83-b108-0c755ecd0d5b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.5737406760454178, 1.2327992469072342, 1.5251960828900337, 1.7262834161520004
LBFGS Accumulation History: 3 points
Removed measurement 5e2fe4c0 to history. Total: 3
th(0)=-0.5737406760454178;dx=-1.9117553245245886E-8
New Minimum: -0.5737406760454178 > -0.6353040188550949
END: th(4524312.849066957)=-0.6353040188550949; dx=-4.321703500923669E-9 evalInputDelta=0.061563342809677124
Fitness changed from -0.5737406760454178 to -0.6353040188550949
Iteration 13 complete. Error: -0.6353040188550949 Total: 110.7046; Orientation: 2.7306; Line Search: 72.7359
Adding measurement a865251 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.934e+03, gradient 1.767e-04, dot -0.510; [18ca9f1e-30c3-4e83-b108-0c755ecd0d5b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.6353040188550949, 1.2327992469072342, 1.5251960828900337, 1.7262834161520004
LBFGS Accumulation History: 3 points
Removed measurement a865251 to history. Total: 3
th(0)=-0.6353040188550949;dx=-2.9871483041815034E-8
Armijo: th(9747336.550586838)=-0.592621460556984; dx=1.1974595950924881E-8 evalInputDelta=-0.04268255829811096
New Minimum: -0.6353040188550949 > -0.6705910116434097
WOLF (strong): th(4873668.275293419)=-0.6705910116434097; dx=9.766517428623557E-9 evalInputDelta=0.03528699278831482
New Minimum: -0.6705910116434097 > -0.6785940676927567
END: th(1624556.0917644731)=-0.6785940676927567; dx=-1.1212331677463156E-8 evalInputDelta=0.04329004883766174
Fitness changed from -0.6353040188550949 to -0.6785940676927567
Iteration 14 complete. Error: -0.6785940676927567 Total: 180.9898; Orientation: 2.3947; Line Search: 143.2604
Adding measurement 49d14c82 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.011e+03, gradient 1.301e-04, dot -0.671; [18ca9f1e-30c3-4e83-b108-0c755ecd0d5b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.6785940676927567, 1.2327992469072342, 1.5251960828900337, 1.7262834161520004
LBFGS Accumulation History: 3 points
Removed measurement 49d14c82 to history. Total: 3
th(0)=-0.6785940676927567;dx=-1.570584689998816E-8
New Minimum: -0.6785940676927567 > -0.725774347782135
END: th(3500000.0000000014)=-0.725774347782135; dx=-5.794730740695472E-9 evalInputDelta=0.04718028008937836
Fitness changed from -0.6785940676927567 to -0.725774347782135
Iteration 15 complete. Error: -0.725774347782135 Total: 108.9529; Orientation: 2.3850; Line Search: 70.9965
Adding measurement 9505cee to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.787e+03, gradient 1.505e-04, dot -0.549; [18ca9f1e-30c3-4e83-b108-0c755ecd0d5b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.725774347782135, 1.2327992469072342, 1.5251960828900337, 1.7262834161520004
LBFGS Accumulation History: 3 points
Removed measurement 9505cee to history. Total: 3
th(0)=-0.725774347782135;dx=-2.0746127138428113E-8
New Minimum: -0.725774347782135 > -0.7500444203615189
WOLF (strong): th(7540521.415111597)=-0.7500444203615189; dx=5.572658498260551E-9 evalInputDelta=0.02427007257938385
New Minimum: -0.7500444203615189 > -0.7665445581078529
WOLF (strong): th(3770260.7075557983)=-0.7665445581078529; dx=1.494269830026212E-9 evalInputDelta=0.040770210325717926
END: th(1256753.569185266)=-0.7526263669133186; dx=-1.1071456458394478E-8 evalInputDelta=0.026852019131183624
Fitness changed from -0.725774347782135 to -0.7665445581078529
Iteration 16 complete. Error: -0.7665445581078529 Total: 178.4514; Orientation: 2.4129; Line Search: 140.7397
Adding measurement 1fab0fa1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.929e+03, gradient 1.726e-04, dot -0.481; [18ca9f1e-30c3-4e83-b108-0c755ecd0d5b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.7665445581078529, 1.2327992469072342, 1.5251960828900337, 1.7262834161520004
LBFGS Accumulation History: 3 points
Removed measurement 1fab0fa1 to history. Total: 3
th(0)=-0.7665445581078529;dx=-2.870117936998813E-8
New Minimum: -0.7665445581078529 > -0.8125833868980408
WOLF (strong): th(2707593.4862741223)=-0.8125833868980408; dx=2.6511110264632596E-9 evalInputDelta=0.046038828790187836
END: th(1353796.7431370611)=-0.8030868172645569; dx=-1.4353683028010335E-8 evalInputDelta=0.03654225915670395
Fitness changed from -0.7665445581078529 to -0.8125833868980408
Iteration 17 complete. Error: -0.8125833868980408 Total: 145.8053; Orientation: 2.3797; Line Search: 105.5355
Adding measurement 36ddf210 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.953e+03, gradient 1.525e-04, dot -0.527; [18ca9f1e-30c3-4e83-b108-0c755ecd0d5b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.8125833868980408, 1.2327992469072342, 1.5251960828900337, 1.7262834161520004
LBFGS Accumulation History: 3 points
Removed measurement 36ddf210 to history. Total: 3
th(0)=-0.8125833868980408;dx=-2.2333040644040163E-8
New Minimum: -0.8125833868980408 > -0.8455744534730911
WOLF (strong): th(2916666.666666668)=-0.8455744534730911; dx=3.009049874532248E-9 evalInputDelta=0.032991066575050354
END: th(1458333.333333334)=-0.8409922197461128; dx=-8.228578876526676E-9 evalInputDelta=0.028408832848072052
Fitness changed from -0.8125833868980408 to -0.8455744534730911
Iteration 18 complete. Error: -0.8455744534730911 Total: 143.3940; Orientation: 2.3616; Line Search: 105.5122
Adding measurement 2f2ca5c4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.962e+03, gradient 1.596e-04, dot -0.494; [18ca9f1e-30c3-4e83-b108-0c755ecd0d5b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.8455744534730911, 1.2327992469072342, 1.5251960828900337, 1.7262834161520004
LBFGS Accumulation History: 3 points
Removed measurement 2f2ca5c4 to history. Total: 3
th(0)=-0.8455744534730911;dx=-2.4243474304674528E-8
New Minimum: -0.8455744534730911 > -0.8750911504030228
WOLF (strong): th(3141883.922963165)=-0.8750911504030228; dx=6.755716355800646E-9 evalInputDelta=0.02951669692993164
New Minimum: -0.8750911504030228 > -0.8769597932696342
END: th(1570941.9614815826)=-0.8769597932696342; dx=-6.612715225540428E-9 evalInputDelta=0.03138533979654312
Fitness changed from -0.8455744534730911 to -0.8769597932696342
Iteration 19 complete. Error: -0.8769597932696342 Total: 143.2588; Orientation: 2.3877; Line Search: 105.5752
Adding measurement 2bad8e9b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.928e+03, gradient 1.120e-04, dot -0.671; [18ca9f1e-30c3-4e83-b108-0c755ecd0d5b = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.8769597932696342, 1.2327992469072342, 1.5251960828900337, 1.7262834161520004
LBFGS Accumulation History: 3 points
Removed measurement 2bad8e9b to history. Total: 3
th(0)=-0.8769597932696342;dx=-1.1479207984295973E-8
New Minimum: -0.8769597932696342 > -0.9113058596849442
END: th(3384491.857842653)=-0.9113058596849442; dx=-4.6934079606817005E-9 evalInputDelta=0.034346066415309906
Fitness changed from -0.8769597932696342 to -0.9113058596849442
Iteration 20 complete. Error: -0.9113058596849442 Total: 110.4780; Orientation: 2.4931; Line Search: 70.3186
Final threshold in iteration 21: -0.9113058596849442 (> -Infinity) after 3099.597s (< 5400.000s)
