Reset training subject: 571298107483500
Reset training subject: 571333268583300
Adding measurement 6bcfd2eb to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=1.5310169085860252;dx=-2.079818746433911E-6
New Minimum: 1.5310169085860252 > 1.5310108438134193
WOLFE (weak): th(2.154434690031884)=1.5310108438134193; dx=-2.037802592034456E-6 evalInputDelta=6.064772605895996E-6
New Minimum: 1.5310108438134193 > 1.5310050621628761
WOLFE (weak): th(4.308869380063768)=1.5310050621628761; dx=-2.0526117937092532E-6 evalInputDelta=1.1846423149108887E-5
New Minimum: 1.5310050621628761 > 1.5309833213686943
WOLFE (weak): th(12.926608140191302)=1.5309833213686943; dx=-2.0519861545377465E-6 evalInputDelta=3.358721733093262E-5
New Minimum: 1.5309833213686943 > 1.5308826267719269
WOLFE (weak): th(51.70643256076521)=1.5308826267719269; dx=-2.0669582117896363E-6 evalInputDelta=1.3428181409835815E-4
New Minimum: 1.5308826267719269 > 1.5303461290895939
WOLFE (weak): th(258.53216280382605)=1.5303461290895939; dx=-2.065536198108485E-6 evalInputDelta=6.707794964313507E-4
New Minimum: 1.5303461290895939 > 1.5269988551735878
WOLFE (weak): th(1551.1929768229563)=1.5269988551735878; dx=-2.0293482994927845E-6 evalInputDelta=0.004018053412437439
New Minimum: 1.5269988551735878 > 1.5031881518661976
WOLFE (weak): th(10858.350837760694)=1.5031881518661976; dx=-2.0110142970745927E-6 evalInputDelta=0.027828756719827652
New Minimum: 1.5031881518661976 > 1.3275662437081337
END: th(86866.80670208555)=1.3275662437081337; dx=-1.6473691979383129E-6 evalInputDelta=0.20345066487789154
Fitness changed from 1.5310169085860252 to 1.3275662437081337
Iteration 1 complete. Error: 1.3275662437081337 Total: 413.4068; Orientation: 0.0455; Line Search: 309.6053
Adding measurement 2172222c to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=1.3275662437081337;dx=-1.5099407423235248E-6
New Minimum: 1.3275662437081337 > 1.0401626639068127
END: th(187148.86177126726)=1.0401626639068127; dx=-1.0615715395434584E-6 evalInputDelta=0.28740357980132103
Fitness changed from 1.3275662437081337 to 1.0401626639068127
Iteration 2 complete. Error: 1.0401626639068127 Total: 106.8541; Orientation: 0.0448; Line Search: 70.9856
Adding measurement 4f68c3c6 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=1.0401626639068127;dx=-8.306597992381981E-7
New Minimum: 1.0401626639068127 > 0.6954822614789009
END: th(403200.00000000006)=0.6954822614789009; dx=-5.275887860601472E-7 evalInputDelta=0.34468040242791176
Fitness changed from 1.0401626639068127 to 0.6954822614789009
Iteration 3 complete. Error: 0.6954822614789009 Total: 105.3817; Orientation: 0.0452; Line Search: 70.0839
Adding measurement 1e49a816 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.527e+02, gradient 6.846e-04, dot -0.859; [87f8859e-3c2c-417a-be3e-31423ffaba5c = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.6954822614789009, 1.0401626639068127, 1.3275662437081337, 1.5310169085860252
LBFGS Accumulation History: 3 points
Removed measurement 1e49a816 to history. Total: 3
th(0)=0.6954822614789009;dx=-4.6038496441080754E-7
New Minimum: 0.6954822614789009 > 0.3241201229393482
END: th(868668.0670208557)=0.3241201229393482; dx=-2.471736216073584E-7 evalInputDelta=0.3713621385395527
Fitness changed from 0.6954822614789009 to 0.3241201229393482
Iteration 4 complete. Error: 0.3241201229393482 Total: 101.6018; Orientation: 0.7004; Line Search: 67.0178
Adding measurement f3a9d7e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.550e+02, gradient 4.994e-04, dot -0.753; [87f8859e-3c2c-417a-be3e-31423ffaba5c = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.3241201229393482, 1.0401626639068127, 1.3275662437081337, 1.5310169085860252
LBFGS Accumulation History: 3 points
Removed measurement f3a9d7e to history. Total: 3
th(0)=0.3241201229393482;dx=-2.460333984125316E-7
New Minimum: 0.3241201229393482 > -0.030219174921512604
END: th(1871488.617712673)=-0.030219174921512604; dx=-9.330194903089902E-8 evalInputDelta=0.3543392978608608
Fitness changed from 0.3241201229393482 to -0.030219174921512604
Iteration 5 complete. Error: -0.030219174921512604 Total: 107.3036; Orientation: 0.6809; Line Search: 70.6979
Adding measurement 2318b593 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.457e+02, gradient 4.131e-04, dot -0.554; [87f8859e-3c2c-417a-be3e-31423ffaba5c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.030219174921512604, 1.0401626639068127, 1.3275662437081337, 1.5310169085860252
LBFGS Accumulation History: 3 points
Removed measurement 2318b593 to history. Total: 3
th(0)=-0.030219174921512604;dx=-1.5770265597297636E-7
New Minimum: -0.030219174921512604 > -0.13999361917376518
WOLF (strong): th(4032000.0000000014)=-0.13999361917376518; dx=4.113247379277911E-8 evalInputDelta=0.10977444425225258
New Minimum: -0.13999361917376518 > -0.20212401077151299
END: th(2016000.0000000007)=-0.20212401077151299; dx=-1.1398017288053311E-8 evalInputDelta=0.17190483585000038
Fitness changed from -0.030219174921512604 to -0.20212401077151299
Iteration 6 complete. Error: -0.20212401077151299 Total: 138.6537; Orientation: 0.7147; Line Search: 102.9410
Adding measurement 6fd8e515 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.066e+02, gradient 5.809e-04, dot -0.351; [87f8859e-3c2c-417a-be3e-31423ffaba5c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.20212401077151299, 1.0401626639068127, 1.3275662437081337, 1.5310169085860252
LBFGS Accumulation History: 3 points
Removed measurement 6fd8e515 to history. Total: 3
th(0)=-0.20212401077151299;dx=-3.333282211921858E-7
Armijo: th(4343340.335104279)=0.3665335550904274; dx=1.1006888787888522E-7 evalInputDelta=-0.5686575658619404
Armijo: th(2171670.1675521396)=0.017319969832897186; dx=1.253463386620816E-7 evalInputDelta=-0.21944398060441017
New Minimum: -0.20212401077151299 > -0.25171051919460297
WOLF (strong): th(723890.0558507132)=-0.25171051919460297; dx=1.1780431455478415E-7 evalInputDelta=0.04958650842308998
New Minimum: -0.25171051919460297 > -0.2553926073014736
END: th(180972.5139626783)=-0.2553926073014736; dx=-1.6486537433049388E-7 evalInputDelta=0.05326859652996063
Fitness changed from -0.20212401077151299 to -0.2553926073014736
Iteration 7 complete. Error: -0.2553926073014736 Total: 210.3878; Orientation: 0.6773; Line Search: 174.8561
Adding measurement bd41ea7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.752e+02, gradient 3.487e-04, dot -0.505; [87f8859e-3c2c-417a-be3e-31423ffaba5c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.2553926073014736, 1.0401626639068127, 1.3275662437081337, 1.5310169085860252
LBFGS Accumulation History: 3 points
Removed measurement bd41ea7 to history. Total: 3
th(0)=-0.2553926073014736;dx=-1.1820899493162428E-7
New Minimum: -0.2553926073014736 > -0.30216142162680626
END: th(389893.4620234736)=-0.30216142162680626; dx=-8.209109402843413E-8 evalInputDelta=0.04676881432533264
Fitness changed from -0.2553926073014736 to -0.30216142162680626
Iteration 8 complete. Error: -0.30216142162680626 Total: 107.2032; Orientation: 0.6784; Line Search: 71.2139
Adding measurement 1fa90b71 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.192e+02, gradient 2.885e-04, dot -0.602; [87f8859e-3c2c-417a-be3e-31423ffaba5c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.30216142162680626, 1.0401626639068127, 1.3275662437081337, 1.5310169085860252
LBFGS Accumulation History: 3 points
Removed measurement 1fa90b71 to history. Total: 3
th(0)=-0.30216142162680626;dx=-8.147571715211514E-8
New Minimum: -0.30216142162680626 > -0.3699256367981434
END: th(840000.0000000003)=-0.3699256367981434; dx=-5.419424005989181E-8 evalInputDelta=0.06776421517133713
Fitness changed from -0.30216142162680626 to -0.3699256367981434
Iteration 9 complete. Error: -0.3699256367981434 Total: 106.3338; Orientation: 0.6760; Line Search: 70.2814
Adding measurement 482a14b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.061e+02, gradient 2.752e-04, dot -0.573; [87f8859e-3c2c-417a-be3e-31423ffaba5c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.3699256367981434, 1.0401626639068127, 1.3275662437081337, 1.5310169085860252
LBFGS Accumulation History: 3 points
Removed measurement 482a14b to history. Total: 3
th(0)=-0.3699256367981434;dx=-6.443839115241715E-8
New Minimum: -0.3699256367981434 > -0.43808167800307274
WOLF (strong): th(1809725.139626783)=-0.43808167800307274; dx=2.7174736886485484E-9 evalInputDelta=0.06815604120492935
END: th(904862.5698133915)=-0.4240313954651356; dx=-2.3741530332926728E-8 evalInputDelta=0.05410575866699219
Fitness changed from -0.3699256367981434 to -0.43808167800307274
Iteration 10 complete. Error: -0.43808167800307274 Total: 139.9195; Orientation: 0.6739; Line Search: 104.5355
Adding measurement 156b35f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.627e+02, gradient 5.375e-04, dot -0.343; [87f8859e-3c2c-417a-be3e-31423ffaba5c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.43808167800307274, 1.0401626639068127, 1.3275662437081337, 1.5310169085860252
LBFGS Accumulation History: 3 points
Removed measurement 156b35f to history. Total: 3
th(0)=-0.43808167800307274;dx=-2.6072461303931194E-7
Armijo: th(1949467.3101173681)=0.053876832127571106; dx=3.625417099523379E-7 evalInputDelta=-0.49195851013064384
Armijo: th(974733.6550586841)=-0.3859177827835083; dx=2.904009638072862E-7 evalInputDelta=-0.05216389521956444
New Minimum: -0.43808167800307274 > -0.500370766967535
END: th(324911.2183528947)=-0.500370766967535; dx=-4.219307682561199E-8 evalInputDelta=0.06228908896446228
Fitness changed from -0.43808167800307274 to -0.500370766967535
Iteration 11 complete. Error: -0.500370766967535 Total: 172.7087; Orientation: 0.7068; Line Search: 136.4937
Adding measurement 25d28a71 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.996e+02, gradient 2.146e-04, dot -0.670; [87f8859e-3c2c-417a-be3e-31423ffaba5c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.500370766967535, 1.0401626639068127, 1.3275662437081337, 1.5310169085860252
LBFGS Accumulation History: 3 points
Removed measurement 25d28a71 to history. Total: 3
th(0)=-0.500370766967535;dx=-4.4996863216171724E-8
New Minimum: -0.500370766967535 > -0.5341076888144016
END: th(700000.0000000005)=-0.5341076888144016; dx=-3.790046860654992E-8 evalInputDelta=0.03373692184686661
Fitness changed from -0.500370766967535 to -0.5341076888144016
Iteration 12 complete. Error: -0.5341076888144016 Total: 103.9165; Orientation: 0.6746; Line Search: 68.8175
Adding measurement 47a17a56 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.772e+02, gradient 2.048e-04, dot -0.659; [87f8859e-3c2c-417a-be3e-31423ffaba5c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.5341076888144016, 1.0401626639068127, 1.3275662437081337, 1.5310169085860252
LBFGS Accumulation History: 3 points
Removed measurement 47a17a56 to history. Total: 3
th(0)=-0.5341076888144016;dx=-3.732780849992923E-8
New Minimum: -0.5341076888144016 > -0.5990981683135033
END: th(1508104.2830223197)=-0.5990981683135033; dx=-2.994387090632059E-8 evalInputDelta=0.06499047949910164
Fitness changed from -0.5341076888144016 to -0.5990981683135033
Iteration 13 complete. Error: -0.5990981683135033 Total: 107.3492; Orientation: 0.6714; Line Search: 69.0517
Adding measurement 5f0b8c72 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.267e+02, gradient 1.902e-04, dot -0.675; [87f8859e-3c2c-417a-be3e-31423ffaba5c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.5990981683135033, 1.0401626639068127, 1.3275662437081337, 1.5310169085860252
LBFGS Accumulation History: 3 points
Removed measurement 5f0b8c72 to history. Total: 3
th(0)=-0.5990981683135033;dx=-3.196196748867711E-8
New Minimum: -0.5990981683135033 > -0.6944597885012627
END: th(3249112.1835289476)=-0.6944597885012627; dx=-1.8367426396397074E-8 evalInputDelta=0.0953616201877594
Fitness changed from -0.5990981683135033 to -0.6944597885012627
Iteration 14 complete. Error: -0.6944597885012627 Total: 108.0364; Orientation: 0.7171; Line Search: 72.2832
Adding measurement 60c25c4f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.789e+02, gradient 2.243e-04, dot -0.479; [87f8859e-3c2c-417a-be3e-31423ffaba5c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.6944597885012627, 1.0401626639068127, 1.3275662437081337, 1.5310169085860252
LBFGS Accumulation History: 3 points
Removed measurement 60c25c4f to history. Total: 3
th(0)=-0.6944597885012627;dx=-4.9659442080127196E-8
Armijo: th(7000000.000000006)=-0.4053233414888382; dx=6.465498979383153E-8 evalInputDelta=-0.28913644701242447
Armijo: th(3500000.000000003)=-0.6563279144465923; dx=4.6813631860580964E-8 evalInputDelta=-0.038131874054670334
New Minimum: -0.6944597885012627 > -0.7290337942540646
END: th(1166666.6666666677)=-0.7290337942540646; dx=-2.0045862707608665E-9 evalInputDelta=0.034574005752801895
Fitness changed from -0.6944597885012627 to -0.7290337942540646
Iteration 15 complete. Error: -0.7290337942540646 Total: 172.6363; Orientation: 0.9517; Line Search: 135.9507
Adding measurement 69610d13 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.277e+02, gradient 2.951e-04, dot -0.370; [87f8859e-3c2c-417a-be3e-31423ffaba5c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.7290337942540646, 1.0401626639068127, 1.3275662437081337, 1.5310169085860252
LBFGS Accumulation History: 3 points
Removed measurement 69610d13 to history. Total: 3
th(0)=-0.7290337942540646;dx=-8.563381790403354E-8
Armijo: th(2513507.1383705335)=-0.5146729312837124; dx=1.289317403309603E-7 evalInputDelta=-0.21436086297035217
Armijo: th(1256753.5691852667)=-0.6955079883337021; dx=9.75275503074056E-8 evalInputDelta=-0.03352580592036247
New Minimum: -0.7290337942540646 > -0.7501950301229954
END: th(418917.8563950889)=-0.7501950301229954; dx=-2.648565935828344E-9 evalInputDelta=0.021161235868930817
Fitness changed from -0.7290337942540646 to -0.7501950301229954
Iteration 16 complete. Error: -0.7501950301229954 Total: 173.4225; Orientation: 0.6749; Line Search: 137.2563
Adding measurement 25dd2549 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.403e+02, gradient 1.938e-04, dot -0.536; [87f8859e-3c2c-417a-be3e-31423ffaba5c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.7501950301229954, 1.0401626639068127, 1.3275662437081337, 1.5310169085860252
LBFGS Accumulation History: 3 points
Removed measurement 25dd2549 to history. Total: 3
th(0)=-0.7501950301229954;dx=-3.123768646829723E-8
New Minimum: -0.7501950301229954 > -0.7741107605397701
END: th(902531.1620913745)=-0.7741107605397701; dx=-5.197610771037552E-9 evalInputDelta=0.02391573041677475
Fitness changed from -0.7501950301229954 to -0.7741107605397701
Iteration 17 complete. Error: -0.7741107605397701 Total: 105.7818; Orientation: 0.6725; Line Search: 70.4686
Adding measurement 7c6dd7a4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.672e+02, gradient 2.310e-04, dot -0.448; [87f8859e-3c2c-417a-be3e-31423ffaba5c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.7741107605397701, 1.0401626639068127, 1.3275662437081337, 1.5310169085860252
LBFGS Accumulation History: 3 points
Removed measurement 7c6dd7a4 to history. Total: 3
th(0)=-0.7741107605397701;dx=-5.2330617287528855E-8
Armijo: th(1944444.4444444464)=-0.7142346799373627; dx=6.960062369330553E-8 evalInputDelta=-0.059876080602407455
New Minimum: -0.7741107605397701 > -0.7802578285336494
WOLF (strong): th(972222.2222222232)=-0.7802578285336494; dx=3.3733776378243116E-8 evalInputDelta=0.006147067993879318
New Minimum: -0.7802578285336494 > -0.7876217626035213
END: th(324074.0740740744)=-0.7876217626035213; dx=-1.927820181219806E-8 evalInputDelta=0.01351100206375122
Fitness changed from -0.7741107605397701 to -0.7876217626035213
Iteration 18 complete. Error: -0.7876217626035213 Total: 174.0379; Orientation: 0.6878; Line Search: 139.0352
Adding measurement 694e91ef to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.002e+02, gradient 1.496e-04, dot -0.681; [87f8859e-3c2c-417a-be3e-31423ffaba5c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.7876217626035213, 1.0401626639068127, 1.3275662437081337, 1.5310169085860252
LBFGS Accumulation History: 3 points
Removed measurement 694e91ef to history. Total: 3
th(0)=-0.7876217626035213;dx=-2.145265527883704E-8
New Minimum: -0.7876217626035213 > -0.8046479150652885
WOLFE (weak): th(698196.4273251483)=-0.8046479150652885; dx=-1.9658409845953388E-8 evalInputDelta=0.017026152461767197
New Minimum: -0.8046479150652885 > -0.8202767223119736
END: th(1396392.8546502965)=-0.8202767223119736; dx=-1.6813710280215884E-8 evalInputDelta=0.032654959708452225
Fitness changed from -0.7876217626035213 to -0.8202767223119736
Iteration 19 complete. Error: -0.8202767223119736 Total: 139.4499; Orientation: 0.7030; Line Search: 103.8453
Adding measurement 2cdd8230 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.149e+02, gradient 1.679e-04, dot -0.539; [87f8859e-3c2c-417a-be3e-31423ffaba5c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.8202767223119736, 1.0401626639068127, 1.3275662437081337, 1.5310169085860252
LBFGS Accumulation History: 3 points
Removed measurement 2cdd8230 to history. Total: 3
th(0)=-0.8202767223119736;dx=-1.9426020075604286E-8
New Minimum: -0.8202767223119736 > -0.8740386813879013
END: th(3008437.206971249)=-0.8740386813879013; dx=-3.0491972477355895E-9 evalInputDelta=0.053761959075927734
Fitness changed from -0.8202767223119736 to -0.8740386813879013
Iteration 20 complete. Error: -0.8740386813879013 Total: 104.7049; Orientation: 0.6704; Line Search: 68.7161
Final threshold in iteration 21: -0.8740386813879013 (> -Infinity) after 2899.091s (< 5400.000s)
