Reset training subject: 861294661752800
Reset training subject: 861307039005800
Adding measurement 1f5a1ad4 to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=2.948883702480198;dx=-1.511217452393876E-7
New Minimum: 2.948883702480198 > 2.9488834518085305
WOLFE (weak): th(2.154434690031884)=2.9488834518085305; dx=-1.5112173757169064E-7 evalInputDelta=2.506716674233189E-7
New Minimum: 2.9488834518085305 > 2.9488830719140866
WOLFE (weak): th(4.308869380063768)=2.9488830719140866; dx=-1.511217410485726E-7 evalInputDelta=6.305661113259475E-7
New Minimum: 2.9488830719140866 > 2.948881787443673
WOLFE (weak): th(12.926608140191302)=2.948881787443673; dx=-1.511215905475082E-7 evalInputDelta=1.915036524913205E-6
New Minimum: 2.948881787443673 > 2.948875853213335
WOLFE (weak): th(51.70643256076521)=2.948875853213335; dx=-1.5112111756765816E-7 evalInputDelta=7.849266863146909E-6
New Minimum: 2.948875853213335 > 2.948844693442283
WOLFE (weak): th(258.53216280382605)=2.948844693442283; dx=-1.5111904442418345E-7 evalInputDelta=3.9009037914983224E-5
New Minimum: 2.948844693442283 > 2.948649603861664
WOLFE (weak): th(1551.1929768229563)=2.948649603861664; dx=-1.5110517091542796E-7 evalInputDelta=2.340986185340732E-4
New Minimum: 2.948649603861664 > 2.9472449957047746
WOLFE (weak): th(10858.350837760694)=2.9472449957047746; dx=-1.5099516887579335E-7 evalInputDelta=0.0016387067754233264
New Minimum: 2.9472449957047746 > 2.9358064534766615
WOLFE (weak): th(86866.80670208555)=2.9358064534766615; dx=-1.5005022622504164E-7 evalInputDelta=0.013077249003536462
New Minimum: 2.9358064534766615 > 2.8339373709278703
WOLFE (weak): th(781801.26031877)=2.8339373709278703; dx=-1.4139544538333228E-7 evalInputDelta=0.11494633155232759
New Minimum: 2.8339373709278703 > 2.0986372488287817
END: th(7818012.6031877)=2.0986372488287817; dx=-6.88605883467512E-8 evalInputDelta=0.8502464536514163
Fitness changed from 2.948883702480198 to 2.0986372488287817
Iteration 1 complete. Error: 2.0986372488287817 Total: 164.6995; Orientation: 0.0747; Line Search: 128.8807
Iteration 1
Adding measurement 3c7f8c25 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=2.0986372488287817;dx=-5.8047273228890644E-8
New Minimum: 2.0986372488287817 > 1.44549073245592
END: th(1.684339755941405E7)=1.44549073245592; dx=-2.2611205064275162E-8 evalInputDelta=0.6531465163728616
Fitness changed from 2.0986372488287817 to 1.44549073245592
Iteration 2 complete. Error: 1.44549073245592 Total: 36.0747; Orientation: 0.0695; Line Search: 23.9478
Iteration 2
Adding measurement ae85aad to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=1.44549073245592;dx=-1.849538749164116E-8
New Minimum: 1.44549073245592 > 1.0324430542698306
END: th(3.6288E7)=1.0324430542698306; dx=-6.332827719272502E-9 evalInputDelta=0.41304767818608945
Fitness changed from 1.44549073245592 to 1.0324430542698306
Iteration 3 complete. Error: 1.0324430542698306 Total: 35.1416; Orientation: 0.0685; Line Search: 22.8719
Iteration 3
Adding measurement 4cff38ff to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.147e+03, gradient 7.826e-05, dot -0.947; [c9fdfec8-f940-4c3e-8d07-a7b84d640f3e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.948883702480198, 2.0986372488287817, 1.44549073245592, 1.0324430542698306
LBFGS Accumulation History: 3 points
Removed measurement 1f5a1ad4 to history. Total: 4
th(0)=1.0324430542698306;dx=-6.1252069555629485E-9
New Minimum: 1.0324430542698306 > 0.8117741441024562
END: th(7.8180126031877E7)=0.8117741441024562; dx=-1.626633940062667E-9 evalInputDelta=0.22066891016737444
Fitness changed from 1.0324430542698306 to 0.8117741441024562
Iteration 4 complete. Error: 0.8117741441024562 Total: 36.5991; Orientation: 1.7894; Line Search: 23.4620
Iteration 4
Adding measurement 50331591 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.376e+03, gradient 7.662e-05, dot -0.698; [c9fdfec8-f940-4c3e-8d07-a7b84d640f3e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.0986372488287817, 1.44549073245592, 1.0324430542698306, 0.8117741441024562
LBFGS Accumulation History: 3 points
Removed measurement 3c7f8c25 to history. Total: 4
th(0)=0.8117741441024562;dx=-5.871379477593684E-9
Armijo: th(1.6843397559414053E8)=1.7828610025242642; dx=8.591427044844448E-9 evalInputDelta=-0.971086858421808
Armijo: th(8.421698779707026E7)=1.0481743571898798; dx=6.5683074254014105E-9 evalInputDelta=-0.23640021308742365
New Minimum: 0.8117741441024562 > 0.7520281796482647
WOLF (strong): th(2.807232926569009E7)=0.7520281796482647; dx=5.171972258573664E-10 evalInputDelta=0.05974596445419145
END: th(7018082.316422522)=0.7774704808283088; dx=-4.002819043849099E-9 evalInputDelta=0.034303663274147356
Fitness changed from 0.8117741441024562 to 0.7520281796482647
Iteration 5 complete. Error: 0.7520281796482647 Total: 73.5965; Orientation: 1.7699; Line Search: 59.8083
Iteration 5
Adding measurement 8dd0c70 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.375e+03, gradient 7.028e-05, dot -0.539; [c9fdfec8-f940-4c3e-8d07-a7b84d640f3e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.44549073245592, 1.0324430542698306, 0.8117741441024562, 0.7520281796482647
LBFGS Accumulation History: 3 points
Removed measurement ae85aad to history. Total: 4
th(0)=0.7520281796482647;dx=-4.938658981377427E-9
New Minimum: 0.7520281796482647 > 0.7090185182172059
END: th(1.5120000000000002E7)=0.7090185182172059; dx=-1.365090027752956E-9 evalInputDelta=0.04300966143105889
Fitness changed from 0.7520281796482647 to 0.7090185182172059
Iteration 6 complete. Error: 0.7090185182172059 Total: 36.0463; Orientation: 1.7940; Line Search: 23.7709
Adding measurement 3d96b8fb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.842e+03, gradient 4.173e-05, dot -0.815; [c9fdfec8-f940-4c3e-8d07-a7b84d640f3e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.0324430542698306, 0.8117741441024562, 0.7520281796482647, 0.7090185182172059
LBFGS Accumulation History: 3 points
Removed measurement 4cff38ff to history. Total: 4
th(0)=0.7090185182172059;dx=-1.7409823255424126E-9
New Minimum: 0.7090185182172059 > 0.666962385389945
END: th(3.2575052513282087E7)=0.666962385389945; dx=-1.2965401471752088E-9 evalInputDelta=0.04205613282726084
Fitness changed from 0.7090185182172059 to 0.666962385389945
Iteration 7 complete. Error: 0.666962385389945 Total: 37.1311; Orientation: 1.8064; Line Search: 23.2688
Adding measurement 1ed0128b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.699e+03, gradient 3.717e-05, dot -0.941; [c9fdfec8-f940-4c3e-8d07-a7b84d640f3e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.8117741441024562, 0.7520281796482647, 0.7090185182172059, 0.666962385389945
LBFGS Accumulation History: 3 points
Removed measurement 50331591 to history. Total: 4
th(0)=0.666962385389945;dx=-1.3817424601735436E-9
New Minimum: 0.666962385389945 > 0.6088635908788134
END: th(7.018082316422524E7)=0.6088635908788134; dx=-7.295392901049136E-10 evalInputDelta=0.058098794511131646
Fitness changed from 0.666962385389945 to 0.6088635908788134
Iteration 8 complete. Error: 0.6088635908788134 Total: 37.8221; Orientation: 1.8247; Line Search: 24.2774
Adding measurement 7d31fb6c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.130e+03, gradient 4.409e-05, dot -0.679; [c9fdfec8-f940-4c3e-8d07-a7b84d640f3e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.7520281796482647, 0.7090185182172059, 0.666962385389945, 0.6088635908788134
LBFGS Accumulation History: 3 points
Removed measurement 8dd0c70 to history. Total: 4
th(0)=0.6088635908788134;dx=-1.9437127232388615E-9
Armijo: th(1.5120000000000006E8)=1.0030593822468385; dx=4.774499389699082E-9 evalInputDelta=-0.3941957913680252
Armijo: th(7.560000000000003E7)=0.6622669283946906; dx=2.5080351764822643E-9 evalInputDelta=-0.053403337515877225
New Minimum: 0.6088635908788134 > 0.5840023641795106
END: th(2.520000000000001E7)=0.5840023641795106; dx=-2.578488312123113E-10 evalInputDelta=0.024861226699302796
Fitness changed from 0.6088635908788134 to 0.5840023641795106
Iteration 9 complete. Error: 0.5840023641795106 Total: 61.4187; Orientation: 1.8219; Line Search: 47.8217
Adding measurement 2a49753 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.646e+03, gradient 3.551e-05, dot -0.748; [c9fdfec8-f940-4c3e-8d07-a7b84d640f3e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.7090185182172059, 0.666962385389945, 0.6088635908788134, 0.5840023641795106
LBFGS Accumulation History: 3 points
Removed measurement 3d96b8fb to history. Total: 4
th(0)=0.5840023641795106;dx=-1.2612443101025136E-9
New Minimum: 0.5840023641795106 > 0.5645168601445196
WOLF (strong): th(5.4291754188803494E7)=0.5645168601445196; dx=1.0904956794145691E-10 evalInputDelta=0.01948550403499094
New Minimum: 0.5645168601445196 > 0.5641334401580433
END: th(2.7145877094401747E7)=0.5641334401580433; dx=-4.715788666305703E-10 evalInputDelta=0.019868924021467227
Fitness changed from 0.5840023641795106 to 0.5641334401580433
Iteration 10 complete. Error: 0.5641334401580433 Total: 48.9328; Orientation: 1.8084; Line Search: 35.6256
Iteration 10
Adding measurement 27ada0e8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.033e+03, gradient 3.146e-05, dot -0.813; [c9fdfec8-f940-4c3e-8d07-a7b84d640f3e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.666962385389945, 0.6088635908788134, 0.5840023641795106, 0.5641334401580433
LBFGS Accumulation History: 3 points
Removed measurement 1ed0128b to history. Total: 4
th(0)=0.5641334401580433;dx=-9.899481695042227E-10
New Minimum: 0.5641334401580433 > 0.5413006447557752
END: th(5.8484019303521045E7)=0.5413006447557752; dx=-2.7592056676982158E-11 evalInputDelta=0.022832795402268125
Fitness changed from 0.5641334401580433 to 0.5413006447557752
Iteration 11 complete. Error: 0.5413006447557752 Total: 38.0421; Orientation: 1.8944; Line Search: 24.7980
Adding measurement 7fae6f43 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.845e+03, gradient 4.977e-05, dot -0.527; [c9fdfec8-f940-4c3e-8d07-a7b84d640f3e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.6088635908788134, 0.5840023641795106, 0.5641334401580433, 0.5413006447557752
LBFGS Accumulation History: 3 points
Removed measurement 7d31fb6c to history. Total: 4
th(0)=0.5413006447557752;dx=-2.477499724789878E-9
Armijo: th(1.2600000000000007E8)=0.7539939469787124; dx=1.7410704995237624E-9 evalInputDelta=-0.21269330222293714
Armijo: th(6.300000000000004E7)=0.588207844917698; dx=2.1785935385787516E-9 evalInputDelta=-0.046907200161922735
New Minimum: 0.5413006447557752 > 0.5174899566882092
END: th(2.100000000000001E7)=0.5174899566882092; dx=-3.996974159696757E-11 evalInputDelta=0.023810688067566033
Fitness changed from 0.5413006447557752 to 0.5174899566882092
Iteration 12 complete. Error: 0.5174899566882092 Total: 60.4848; Orientation: 1.8284; Line Search: 47.4277
Adding measurement 5edce7da to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.979e+03, gradient 2.802e-05, dot -0.838; [c9fdfec8-f940-4c3e-8d07-a7b84d640f3e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.5840023641795106, 0.5641334401580433, 0.5413006447557752, 0.5174899566882092
LBFGS Accumulation History: 3 points
Removed measurement 2a49753 to history. Total: 4
th(0)=0.5174899566882092;dx=-7.852457208572531E-10
New Minimum: 0.5174899566882092 > 0.49774262417657245
END: th(4.5243128490669586E7)=0.49774262417657245; dx=-2.266846572177232E-10 evalInputDelta=0.01974733251163674
Fitness changed from 0.5174899566882092 to 0.49774262417657245
Iteration 13 complete. Error: 0.49774262417657245 Total: 37.5900; Orientation: 1.7876; Line Search: 23.8378
Adding measurement 7ceb7a60 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.461e+03, gradient 3.306e-05, dot -0.664; [c9fdfec8-f940-4c3e-8d07-a7b84d640f3e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.5641334401580433, 0.5413006447557752, 0.5174899566882092, 0.49774262417657245
LBFGS Accumulation History: 3 points
Removed measurement 27ada0e8 to history. Total: 4
th(0)=0.49774262417657245;dx=-1.0931676064042973E-9
Armijo: th(9.747336550586842E7)=0.5433142089522127; dx=1.215398279293336E-9 evalInputDelta=-0.04557158477564027
New Minimum: 0.49774262417657245 > 0.4888949687246468
WOLF (strong): th(4.873668275293421E7)=0.4888949687246468; dx=4.183207166432641E-10 evalInputDelta=0.008847655451925673
New Minimum: 0.4888949687246468 > 0.48554635469385476
END: th(1.6245560917644737E7)=0.48554635469385476; dx=-5.131896770575059E-10 evalInputDelta=0.012196269482717681
Fitness changed from 0.49774262417657245 to 0.48554635469385476
Iteration 14 complete. Error: 0.48554635469385476 Total: 61.9268; Orientation: 1.9084; Line Search: 48.6801
Adding measurement f9919a2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.342e+03, gradient 2.262e-05, dot -0.975; [c9fdfec8-f940-4c3e-8d07-a7b84d640f3e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.5413006447557752, 0.5174899566882092, 0.49774262417657245, 0.48554635469385476
LBFGS Accumulation History: 3 points
Removed measurement 7fae6f43 to history. Total: 4
th(0)=0.48554635469385476;dx=-5.116534882463723E-10
New Minimum: 0.48554635469385476 > 0.470168219146062
WOLFE (weak): th(3.500000000000002E7)=0.470168219146062; dx=-4.780518835398831E-10 evalInputDelta=0.01537813554779277
New Minimum: 0.470168219146062 > 0.45579688049920797
END: th(7.000000000000004E7)=0.45579688049920797; dx=-4.5049089956249093E-10 evalInputDelta=0.029749474194646797
Fitness changed from 0.48554635469385476 to 0.45579688049920797
Iteration 15 complete. Error: 0.45579688049920797 Total: 48.6002; Orientation: 1.8143; Line Search: 35.3315
Iteration 15
Adding measurement bb3487c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.376e+04, gradient 2.112e-05, dot -0.989; [c9fdfec8-f940-4c3e-8d07-a7b84d640f3e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.5174899566882092, 0.49774262417657245, 0.48554635469385476, 0.45579688049920797
LBFGS Accumulation History: 3 points
Removed measurement 5edce7da to history. Total: 4
th(0)=0.45579688049920797;dx=-4.4602299813800476E-10
New Minimum: 0.45579688049920797 > 0.40328602442222194
END: th(1.5081042830223197E8)=0.40328602442222194; dx=-3.5121844255399116E-10 evalInputDelta=0.05251085607698602
Fitness changed from 0.45579688049920797 to 0.40328602442222194
Iteration 16 complete. Error: 0.40328602442222194 Total: 38.5897; Orientation: 1.7844; Line Search: 24.5013
Adding measurement 3f0c2eff to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.449e+04, gradient 1.936e-05, dot -0.951; [c9fdfec8-f940-4c3e-8d07-a7b84d640f3e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.49774262417657245, 0.48554635469385476, 0.45579688049920797, 0.40328602442222194
LBFGS Accumulation History: 3 points
Removed measurement 7ceb7a60 to history. Total: 4
th(0)=0.40328602442222194;dx=-3.748189383092284E-10
New Minimum: 0.40328602442222194 > 0.32823234219576347
END: th(3.249112183528948E8)=0.32823234219576347; dx=-1.870759108439329E-10 evalInputDelta=0.07505368222645847
Fitness changed from 0.40328602442222194 to 0.32823234219576347
Iteration 17 complete. Error: 0.32823234219576347 Total: 38.0976; Orientation: 1.7676; Line Search: 24.3739
Adding measurement 702e21c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.923e+04, gradient 2.580e-05, dot -0.600; [c9fdfec8-f940-4c3e-8d07-a7b84d640f3e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.48554635469385476, 0.45579688049920797, 0.40328602442222194, 0.32823234219576347
LBFGS Accumulation History: 3 points
Removed measurement f9919a2 to history. Total: 4
th(0)=0.32823234219576347;dx=-6.654483982905405E-10
Armijo: th(7.000000000000006E8)=0.9427229371825436; dx=1.6744067198677525E-9 evalInputDelta=-0.6144905949867802
Armijo: th(3.500000000000003E8)=0.4353844097262091; dx=5.647738466010867E-10 evalInputDelta=-0.10715206753044565
New Minimum: 0.32823234219576347 > 0.3225630057644462
WOLF (strong): th(1.1666666666666676E8)=0.3225630057644462; dx=2.3087194922632694E-10 evalInputDelta=0.0056693364313172845
New Minimum: 0.3225630057644462 > 0.3164447497706846
END: th(2.916666666666669E7)=0.3164447497706846; dx=-2.985820936707779E-10 evalInputDelta=0.011787592425078874
Fitness changed from 0.32823234219576347 to 0.3164447497706846
Iteration 18 complete. Error: 0.3164447497706846 Total: 72.5588; Orientation: 1.7761; Line Search: 59.0887
Adding measurement 7695184b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.245e+04, gradient 1.741e-05, dot -0.756; [c9fdfec8-f940-4c3e-8d07-a7b84d640f3e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.45579688049920797, 0.40328602442222194, 0.32823234219576347, 0.3164447497706846
LBFGS Accumulation History: 3 points
Removed measurement bb3487c to history. Total: 4
th(0)=0.3164447497706846;dx=-3.030689055150644E-10
New Minimum: 0.3164447497706846 > 0.30207639733468505
END: th(6.283767845926333E7)=0.30207639733468505; dx=-2.19541135786375E-10 evalInputDelta=0.014368352435999543
Fitness changed from 0.3164447497706846 to 0.30207639733468505
Iteration 19 complete. Error: 0.30207639733468505 Total: 36.6272; Orientation: 1.8038; Line Search: 22.6049
Adding measurement 31f4fdc5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.330e+04, gradient 1.605e-05, dot -0.848; [c9fdfec8-f940-4c3e-8d07-a7b84d640f3e = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.40328602442222194, 0.32823234219576347, 0.3164447497706846, 0.30207639733468505
LBFGS Accumulation History: 3 points
Removed measurement 3f0c2eff to history. Total: 4
th(0)=0.30207639733468505;dx=-2.575805439865155E-10
New Minimum: 0.30207639733468505 > 0.29538410179890373
WOLF (strong): th(1.353796743137062E8)=0.29538410179890373; dx=6.344225912381133E-11 evalInputDelta=0.006692295535781323
New Minimum: 0.29538410179890373 > 0.292497008675408
END: th(6.76898371568531E7)=0.292497008675408; dx=-8.531412590126333E-11 evalInputDelta=0.009579388659277044
Fitness changed from 0.30207639733468505 to 0.292497008675408
Iteration 20 complete. Error: 0.292497008675408 Total: 49.8188; Orientation: 1.8023; Line Search: 36.0637
Iteration 20
Final threshold in iteration 21: 0.292497008675408 (> -Infinity) after 1049.849s (< 3600.000s)