Reset training subject: 10292244240462
Reset training subject: 10293666901554
Adding measurement 3aac9d6 to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=-1.8663300385331085;dx=-7.160845711997602E-4
New Minimum: -1.8663300385331085 > -1.8682898132218742
WOLFE (weak): th(2.154434690031884)=-1.8682898132218742; dx=-7.187135806498884E-4 evalInputDelta=0.0019597746887656253
New Minimum: -1.8682898132218742 > -1.8702461898040605
WOLFE (weak): th(4.308869380063768)=-1.8702461898040605; dx=-7.212454118061186E-4 evalInputDelta=0.003916151270952017
New Minimum: -1.8702461898040605 > -1.8780842038119798
WOLFE (weak): th(12.926608140191302)=-1.8780842038119798; dx=-7.163205941980972E-4 evalInputDelta=0.011754165278871298
New Minimum: -1.8780842038119798 > -1.9134583579753837
WOLFE (weak): th(51.70643256076521)=-1.9134583579753837; dx=-7.108766772059767E-4 evalInputDelta=0.047128319442275135
New Minimum: -1.9134583579753837 > -2.107982101113575
WOLFE (weak): th(258.53216280382605)=-2.107982101113575; dx=-7.398786655661231E-4 evalInputDelta=0.24165206258046656
New Minimum: -2.107982101113575 > -3.364510424619097
WOLFE (weak): th(1551.1929768229563)=-3.364510424619097; dx=-7.108105076938046E-4 evalInputDelta=1.4981803860859884
New Minimum: -3.364510424619097 > -8.736349359284665
END: th(10858.350837760694)=-8.736349359284665; dx=-3.2858156967176895E-4 evalInputDelta=6.870019320751556
Fitness changed from -1.8663300385331085 to -8.736349359284665
Iteration 1 complete. Error: -8.736349359284665 Total: 16.0133; Orientation: 0.0198; Line Search: 11.8320
Iteration 1
Adding measurement 2f4a67a5 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-8.736349359284665;dx=-0.0024072495659944997
New Minimum: -8.736349359284665 > -17.70723004563921
END: th(23393.607721408407)=-17.70723004563921; dx=-6.412971434129993E-5 evalInputDelta=8.970880686354546
Fitness changed from -8.736349359284665 to -17.70723004563921
Iteration 2 complete. Error: -17.70723004563921 Total: 4.3577; Orientation: 0.0174; Line Search: 2.8151
Iteration 2
Adding measurement 5cf31ecd to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-17.70723004563921;dx=-0.005881711516215083
Armijo: th(50400.00000000001)=-17.665260406843373; dx=5.3745766411582325E-5 evalInputDelta=-0.04196963879583748
New Minimum: -17.70723004563921 > -29.870482891732827
WOLF (strong): th(25200.000000000004)=-29.870482891732827; dx=6.9912281407766505E-6 evalInputDelta=12.163252846093616
New Minimum: -29.870482891732827 > -37.25302482264084
END: th(8400.000000000002)=-37.25302482264084; dx=-5.072396861658076E-4 evalInputDelta=19.54579477700163
Fitness changed from -17.70723004563921 to -37.25302482264084
Iteration 3 complete. Error: -37.25302482264084 Total: 7.2825; Orientation: 0.0168; Line Search: 5.7497
Iteration 3
Adding measurement 6c014641 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.416e+03, gradient 8.520e-02, dot -0.104; [52a36548-c384-4626-8063-6235d2d29572 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -37.25302482264084, -17.70723004563921, -8.736349359284665, -1.8663300385331085
LBFGS Accumulation History: 3 points
Removed measurement 6c014641 to history. Total: 3
th(0)=-37.25302482264084;dx=-0.007012810547106561
New Minimum: -37.25302482264084 > -47.68344507831244
WOLF (strong): th(18097.251396267828)=-47.68344507831244; dx=2.1962456558015462E-4 evalInputDelta=10.4304202556716
New Minimum: -47.68344507831244 > -59.480465177894644
END: th(9048.625698133914)=-59.480465177894644; dx=-4.6655483229664756E-4 evalInputDelta=22.227440355253805
Fitness changed from -37.25302482264084 to -59.480465177894644
Iteration 4 complete. Error: -59.480465177894644 Total: 6.2206; Orientation: 0.4585; Line Search: 4.2573
Iteration 4
Adding measurement 721c56cc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.519e+03, gradient 1.098e-01, dot -0.102; [52a36548-c384-4626-8063-6235d2d29572 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -59.480465177894644, -17.70723004563921, -8.736349359284665, -1.8663300385331085
LBFGS Accumulation History: 3 points
Removed measurement 721c56cc to history. Total: 3
th(0)=-59.480465177894644;dx=-0.011943325590958714
Armijo: th(19494.673101173677)=-57.97448220970219; dx=5.095158405257223E-4 evalInputDelta=-1.5059829681924555
New Minimum: -59.480465177894644 > -80.4555164283348
WOLF (strong): th(9747.336550586839)=-80.4555164283348; dx=6.787073484399823E-4 evalInputDelta=20.97505125044016
New Minimum: -80.4555164283348 > -85.9540106058969
END: th(3249.1121835289464)=-85.9540106058969; dx=-0.0027883629673479244 evalInputDelta=26.473545428002254
Fitness changed from -59.480465177894644 to -85.9540106058969
Iteration 5 complete. Error: -85.9540106058969 Total: 7.6587; Orientation: 0.4678; Line Search: 5.6908
Iteration 5
Adding measurement c08fa01 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.030e+04, gradient 1.187e-01, dot -0.095; [52a36548-c384-4626-8063-6235d2d29572 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -85.9540106058969, -17.70723004563921, -8.736349359284665, -1.8663300385331085
LBFGS Accumulation History: 3 points
Removed measurement c08fa01 to history. Total: 3
th(0)=-85.9540106058969;dx=-0.013993968087853512
New Minimum: -85.9540106058969 > -96.2800894439231
END: th(7000.000000000003)=-96.2800894439231; dx=-0.00131803215041076 evalInputDelta=10.326078838026206
Fitness changed from -85.9540106058969 to -96.2800894439231
Iteration 6 complete. Error: -96.2800894439231 Total: 5.3421; Orientation: 0.4755; Line Search: 3.3561
Adding measurement 30598ba0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.675e+04, gradient 1.777e-01, dot -0.113; [52a36548-c384-4626-8063-6235d2d29572 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -96.2800894439231, -17.70723004563921, -8.736349359284665, -1.8663300385331085
LBFGS Accumulation History: 3 points
Removed measurement 30598ba0 to history. Total: 3
th(0)=-96.2800894439231;dx=-0.030990681682794518
Armijo: th(15081.042830223192)=-77.07246086670084; dx=3.5876020391307524E-4 evalInputDelta=-19.207628577222266
New Minimum: -96.2800894439231 > -109.65037686307132
WOLF (strong): th(7540.521415111596)=-109.65037686307132; dx=3.632906293094707E-4 evalInputDelta=13.370287419148212
New Minimum: -109.65037686307132 > -131.55103083743205
END: th(2513.507138370532)=-131.55103083743205; dx=-0.0031093466503917715 evalInputDelta=35.27094139350895
Fitness changed from -96.2800894439231 to -131.55103083743205
Iteration 7 complete. Error: -131.55103083743205 Total: 7.5136; Orientation: 0.4825; Line Search: 5.6785
Adding measurement cd941ee to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.121e+05, gradient 1.578e-01, dot -0.091; [52a36548-c384-4626-8063-6235d2d29572 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -131.55103083743205, -17.70723004563921, -8.736349359284665, -1.8663300385331085
LBFGS Accumulation History: 3 points
Removed measurement cd941ee to history. Total: 3
th(0)=-131.55103083743205;dx=-0.024225439843659772
New Minimum: -131.55103083743205 > -149.0871880603086
WOLF (strong): th(5415.186972548245)=-149.0871880603086; dx=3.899045656427852E-4 evalInputDelta=17.53615722287654
New Minimum: -149.0871880603086 > -163.86863533105242
END: th(2707.5934862741224)=-163.86863533105242; dx=-0.003388863454280636 evalInputDelta=32.317604493620365
Fitness changed from -131.55103083743205 to -163.86863533105242
Iteration 8 complete. Error: -163.86863533105242 Total: 6.0779; Orientation: 0.4726; Line Search: 4.2344
Adding measurement 27aa2691 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.402e+05, gradient 1.726e-01, dot -0.114; [52a36548-c384-4626-8063-6235d2d29572 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -163.86863533105242, -17.70723004563921, -8.736349359284665, -1.8663300385331085
LBFGS Accumulation History: 3 points
Removed measurement 27aa2691 to history. Total: 3
th(0)=-163.86863533105242;dx=-0.029418973148794353
Armijo: th(5833.333333333337)=-152.06639881004267; dx=5.99563305298711E-4 evalInputDelta=-11.802236521009746
New Minimum: -163.86863533105242 > -180.81296952738597
END: th(2916.6666666666683)=-180.81296952738597; dx=-0.0015426307332253135 evalInputDelta=16.944334196333557
Fitness changed from -163.86863533105242 to -180.81296952738597
Iteration 9 complete. Error: -180.81296952738597 Total: 6.1081; Orientation: 0.4671; Line Search: 4.2805
Adding measurement 7d03e284 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.808e+04, gradient 1.952e-01, dot -0.029; [52a36548-c384-4626-8063-6235d2d29572 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -180.81296952738597, -17.70723004563921, -8.736349359284665, -1.8663300385331085
LBFGS Accumulation History: 3 points
Removed measurement 7d03e284 to history. Total: 3
th(0)=-180.81296952738597;dx=-0.036799786746601344
Armijo: th(6283.767845926332)=-143.56456885046407; dx=0.002060813170974076 evalInputDelta=-37.248400676921904
New Minimum: -180.81296952738597 > -191.40268065345234
WOLF (strong): th(3141.883922963166)=-191.40268065345234; dx=0.0037308084100115134 evalInputDelta=10.589711126066362
New Minimum: -191.40268065345234 > -211.61175168652863
END: th(1047.294640987722)=-211.61175168652863; dx=-0.013892555733397635 evalInputDelta=30.79878215914266
Fitness changed from -180.81296952738597 to -211.61175168652863
Iteration 10 complete. Error: -211.61175168652863 Total: 7.5070; Orientation: 0.4701; Line Search: 5.6777
Iteration 10
Adding measurement 6eacd27c to history. Total: 3
Accepted: LBFGS Orientation magnitude: 1.108e+03, gradient 1.554e-01, dot 0.630; [52a36548-c384-4626-8063-6235d2d29572 = 1.000/1.000e+00]
Constructing line search parameters: LBFGS+Trust
th(0)=-211.61175168652863;dx=-106.20232914177353
Armijo: th(2256.327905228436)=-0.739473718535153; dx=6.588049142578539E-4 evalInputDelta=-210.87227796799348
Armijo: th(1128.163952614218)=-0.5800658575059345; dx=7.833438240710812E-4 evalInputDelta=-211.0316858290227
Armijo: th(376.054650871406)=-0.14168334442524266; dx=0.0015206530144796628 evalInputDelta=-211.4700683421034
Armijo: th(94.0136627178515)=0.0; dx=0.0 evalInputDelta=-211.61175168652863
Armijo: th(18.8027325435703)=-1.0584122724335356; dx=0.03842712955428807 evalInputDelta=-210.5533394140951
Armijo: th(3.133788757261717)=-117.61364079779878; dx=4.550817092253549 evalInputDelta=-93.99811088872985
New Minimum: -211.61175168652863 > -232.93902165036235
END: th(0.4476841081802453)=-232.93902165036235; dx=-57.19218762779214 evalInputDelta=21.327269963833714
Fitness changed from -211.61175168652863 to -232.93902165036235
Iteration 11 complete. Error: -232.93902165036235 Total: 13.9199; Orientation: 0.4643; Line Search: 11.9322
Adding measurement 729ddaa1 to history. Total: 4
Rejected: LBFGS Orientation magnitude: 8.577e+04, gradient 1.749e-01, dot -0.134; [52a36548-c384-4626-8063-6235d2d29572 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -232.93902165036235, -211.61175168652863, -17.70723004563921, -8.736349359284665, -1.8663300385331085
Rejected: LBFGS Orientation magnitude: 5.107e+04, gradient 1.749e-01, dot -0.125; [52a36548-c384-4626-8063-6235d2d29572 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -232.93902165036235, -211.61175168652863, -17.70723004563921, -8.736349359284665
LBFGS Accumulation History: 3 points
Removed measurement 729ddaa1 to history. Total: 4
Removed measurement 6eacd27c to history. Total: 3
th(0)=-232.93902165036235;dx=-0.030239430535708725
New Minimum: -232.93902165036235 > -232.9673847840853
WOLFE (weak): th(0.9645061728395071)=-232.9673847840853; dx=-0.030265533923984234 evalInputDelta=0.028363133722962175
New Minimum: -232.9673847840853 > -232.9958881335689
WOLFE (weak): th(1.9290123456790143)=-232.9958881335689; dx=-0.030335939113974482 evalInputDelta=0.05686648320656218
New Minimum: -232.9958881335689 > -233.10946902238544
WOLFE (weak): th(5.7870370370370425)=-233.10946902238544; dx=-0.029813034833773875 evalInputDelta=0.1704473720230908
New Minimum: -233.10946902238544 > -233.61564517718253
WOLFE (weak): th(23.14814814814817)=-233.61564517718253; dx=-0.030012026044485256 evalInputDelta=0.6766235268201797
New Minimum: -233.61564517718253 > -236.20501253466793
WOLFE (weak): th(115.74074074074085)=-236.20501253466793; dx=-0.02854590357397302 evalInputDelta=3.2659908843055803
New Minimum: -236.20501253466793 > -248.9759694210733
END: th(694.444444444445)=-248.9759694210733; dx=-0.022544589988707384 evalInputDelta=16.036947770710952
Fitness changed from -232.93902165036235 to -248.9759694210733
Iteration 12 complete. Error: -248.9759694210733 Total: 12.3674; Orientation: 1.0279; Line Search: 9.9620
Adding measurement 6206ee3e to history. Total: 3
Accepted: LBFGS Orientation magnitude: 3.771e+03, gradient 1.608e-01, dot 0.233; [52a36548-c384-4626-8063-6235d2d29572 = 1.000/1.000e+00]
th(0)=-248.9759694210733;dx=-138.8704172309996
Armijo: th(1496.1352014110316)=-0.33447099082380816; dx=6.780781157781648E-4 evalInputDelta=-248.6414984302495
Armijo: th(748.0676007055158)=-0.3024480455608017; dx=0.0011491507310099928 evalInputDelta=-248.6735213755125
Armijo: th(249.3558669018386)=-0.12623266064373798; dx=0.0011467427781083205 evalInputDelta=-248.84973676042955
Armijo: th(62.33896672545965)=0.0; dx=0.0 evalInputDelta=-248.9759694210733
Armijo: th(12.46779334509193)=-0.03494538403244428; dx=0.008555364840044741 evalInputDelta=-248.94102403704085
Armijo: th(2.0779655575153217)=-6.625206834204926; dx=2.0187732945506163 evalInputDelta=-242.35076258686837
Armijo: th(0.29685222250218884)=-192.36393685987196; dx=64.83525611461536 evalInputDelta=-56.612032561201346
Armijo: th(0.037106527812773606)=-248.2623137450798; dx=-98.34467604831907 evalInputDelta=-0.7136556759934933
New Minimum: -248.9759694210733 > -249.02504819970721
WOLFE (weak): th(0.0041229475347526225)=-249.02504819970721; dx=-132.45383031755284 evalInputDelta=0.049078778633912634
Armijo: th(0.020614737673763116)=-248.87092321549062; dx=-115.87137366128997 evalInputDelta=-0.1050462055826813
END: th(0.012368842604257869)=-249.01335331305086; dx=-124.47452194194348 evalInputDelta=0.037383891977555095
Fitness changed from -248.9759694210733 to -249.02504819970721
Iteration 13 complete. Error: -249.02504819970721 Total: 18.9251; Orientation: 0.4570; Line Search: 17.1161
Adding measurement 6a21c57a to history. Total: 4
Rejected: LBFGS Orientation magnitude: 8.127e+04, gradient 1.588e-01, dot -0.137; [52a36548-c384-4626-8063-6235d2d29572 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -249.02504819970721, -248.9759694210733, -17.70723004563921, -8.736349359284665, -1.8663300385331085
Rejected: LBFGS Orientation magnitude: 1.423e+05, gradient 1.588e-01, dot -0.179; [52a36548-c384-4626-8063-6235d2d29572 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -249.02504819970721, -248.9759694210733, -17.70723004563921, -8.736349359284665
LBFGS Accumulation History: 3 points
Removed measurement 6a21c57a to history. Total: 4
Removed measurement 6206ee3e to history. Total: 3
th(0)=-249.02504819970721;dx=-0.025059843694843466
New Minimum: -249.02504819970721 > -249.02557554239758
WOLFE (weak): th(0.026647863582157462)=-249.02557554239758; dx=-0.025102830057847976 evalInputDelta=5.273426903613654E-4
New Minimum: -249.02557554239758 > -249.02607186390955
WOLFE (weak): th(0.053295727164314924)=-249.02607186390955; dx=-0.025091730191575977 evalInputDelta=0.0010236642023357945
New Minimum: -249.02607186390955 > -249.02816053943175
WOLFE (weak): th(0.15988718149294479)=-249.02816053943175; dx=-0.024817717642036843 evalInputDelta=0.00311233972453806
New Minimum: -249.02816053943175 > -249.03753868341087
WOLFE (weak): th(0.6395487259717791)=-249.03753868341087; dx=-0.02508581127474232 evalInputDelta=0.012490483703658128
New Minimum: -249.03753868341087 > -249.0873599677117
WOLFE (weak): th(3.1977436298588957)=-249.0873599677117; dx=-0.025103777087142964 evalInputDelta=0.06231176800449134
New Minimum: -249.0873599677117 > -249.39823099915117
WOLFE (weak): th(19.186461779153376)=-249.39823099915117; dx=-0.024948091660833976 evalInputDelta=0.3731827994439527
New Minimum: -249.39823099915117 > -251.59567936587604
WOLFE (weak): th(134.30523245407363)=-251.59567936587604; dx=-0.024141114685665606 evalInputDelta=2.5706311661688233
New Minimum: -251.59567936587604 > -266.9233441854437
END: th(1074.441859632589)=-266.9233441854437; dx=-0.019709480492702238 evalInputDelta=17.898295985736468
Fitness changed from -249.02504819970721 to -266.9233441854437
Iteration 14 complete. Error: -266.9233441854437 Total: 15.7218; Orientation: 1.4697; Line Search: 12.8861
Adding measurement 7a0151b to history. Total: 3
Accepted: LBFGS Orientation magnitude: 3.371e+03, gradient 1.566e-01, dot 0.443; [52a36548-c384-4626-8063-6235d2d29572 = 1.000/1.000e+00]
th(0)=-266.9233441854437;dx=-233.18897923394576
Armijo: th(2314.814814814818)=-3.3039315371919193; dx=0.0015316582312490965 evalInputDelta=-263.61941264825174
Armijo: th(1157.407407407409)=-2.89688208665403; dx=0.002770414736759653 evalInputDelta=-264.02646209878964
Armijo: th(385.802469135803)=-2.3078545037594633; dx=0.0062208963860809225 evalInputDelta=-264.6154896816842
Armijo: th(96.45061728395075)=-1.2538912936602058; dx=0.04245982494671133 evalInputDelta=-265.66945289178346
Armijo: th(19.29012345679015)=-11.492702427044625; dx=0.8789953121311557 evalInputDelta=-255.43064175839905
Armijo: th(3.2150205761316912)=-157.6674546648548; dx=-0.5324028474037981 evalInputDelta=-109.25588952058888
New Minimum: -266.9233441854437 > -303.27500007239206
END: th(0.45928865373309874)=-303.27500007239206; dx=-94.04003171398969 evalInputDelta=36.35165588694838
Fitness changed from -266.9233441854437 to -303.27500007239206
Iteration 15 complete. Error: -303.27500007239206 Total: 13.2147; Orientation: 0.4680; Line Search: 11.3743
Iteration 15
Adding measurement 7977107 to history. Total: 4
Rejected: LBFGS Orientation magnitude: 8.039e+03, gradient 2.021e-01, dot -0.033; [52a36548-c384-4626-8063-6235d2d29572 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -303.27500007239206, -266.9233441854437, -17.70723004563921, -8.736349359284665, -1.8663300385331085
Rejected: LBFGS Orientation magnitude: 2.006e+03, gradient 2.021e-01, dot -0.129; [52a36548-c384-4626-8063-6235d2d29572 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -303.27500007239206, -266.9233441854437, -17.70723004563921, -8.736349359284665
LBFGS Accumulation History: 3 points
Removed measurement 7977107 to history. Total: 4
Removed measurement 7a0151b to history. Total: 3
th(0)=-303.27500007239206;dx=-0.04060579575069606
New Minimum: -303.27500007239206 > -303.317703923813
WOLFE (weak): th(0.9895074083406298)=-303.317703923813; dx=-0.04022993699289192 evalInputDelta=0.042703851420924366
New Minimum: -303.317703923813 > -303.3603508356028
WOLFE (weak): th(1.9790148166812596)=-303.3603508356028; dx=-0.040299226290984376 evalInputDelta=0.08535076321072665
New Minimum: -303.3603508356028 > -303.53067496411506
WOLFE (weak): th(5.9370444500437785)=-303.53067496411506; dx=-0.04031473990601264 evalInputDelta=0.25567489172300384
New Minimum: -303.53067496411506 > -304.2923828030681
WOLFE (weak): th(23.748177800175114)=-304.2923828030681; dx=-0.039855207436225504 evalInputDelta=1.0173827306760472
New Minimum: -304.2923828030681 > -308.24437009297753
WOLFE (weak): th(118.74088900087557)=-308.24437009297753; dx=-0.03856228909008719 evalInputDelta=4.9693700205854725
New Minimum: -308.24437009297753 > -329.27084686055156
END: th(712.4453340052535)=-329.27084686055156; dx=-0.02995265321434251 evalInputDelta=25.995846788159497
Fitness changed from -303.27500007239206 to -329.27084686055156
Iteration 16 complete. Error: -329.27084686055156 Total: 13.2457; Orientation: 1.1606; Line Search: 10.5683
Adding measurement 7207d65 to history. Total: 3
Accepted: LBFGS Orientation magnitude: 1.090e+03, gradient 1.785e-01, dot 0.425; [52a36548-c384-4626-8063-6235d2d29572 = 1.000/1.000e+00]
th(0)=-329.27084686055156;dx=-80.48968919487429
Armijo: th(1534.91694233227)=-1.8307565875523157; dx=0.0020559507702140063 evalInputDelta=-327.4400902729992
Armijo: th(767.458471166135)=-1.3328186904180708; dx=0.003682270697817916 evalInputDelta=-327.93802817013346
Armijo: th(255.81949038871167)=-0.3766636019295918; dx=0.001927844023777952 evalInputDelta=-328.894183258622
Armijo: th(63.95487259717792)=-0.4691894072754578; dx=0.00772642735369184 evalInputDelta=-328.8016574532761
Armijo: th(12.790974519435583)=-44.01606503289833; dx=1.7365557072176654 evalInputDelta=-285.25478182765323
Armijo: th(2.1318290865725973)=-310.29127745647094; dx=-7.133259311894259 evalInputDelta=-18.97956940408062
New Minimum: -329.27084686055156 > -343.6014375111747
END: th(0.3045470123675139)=-343.6014375111747; dx=-60.816491479433424 evalInputDelta=14.33059065062315
Fitness changed from -329.27084686055156 to -343.6014375111747
Iteration 17 complete. Error: -343.6014375111747 Total: 13.2517; Orientation: 0.5094; Line Search: 11.3899
Adding measurement 5a19a7da to history. Total: 4
Rejected: LBFGS Orientation magnitude: 4.809e+03, gradient 1.776e-01, dot -0.006; [52a36548-c384-4626-8063-6235d2d29572 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -343.6014375111747, -329.27084686055156, -17.70723004563921, -8.736349359284665, -1.8663300385331085
Rejected: LBFGS Orientation magnitude: 2.939e+05, gradient 1.776e-01, dot -0.124; [52a36548-c384-4626-8063-6235d2d29572 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -343.6014375111747, -329.27084686055156, -17.70723004563921, -8.736349359284665
LBFGS Accumulation History: 3 points
Removed measurement 5a19a7da to history. Total: 4
Removed measurement 7207d65 to history. Total: 3
th(0)=-343.6014375111747;dx=-0.03071428396740232
New Minimum: -343.6014375111747 > -343.6204266769114
WOLFE (weak): th(0.6561266481901411)=-343.6204266769114; dx=-0.03046466262353153 evalInputDelta=0.0189891657366843
New Minimum: -343.6204266769114 > -343.6394597521041
WOLFE (weak): th(1.3122532963802822)=-343.6394597521041; dx=-0.03038626467981101 evalInputDelta=0.038022240929365125
New Minimum: -343.6394597521041 > -343.71534178629275
WOLFE (weak): th(3.9367598891408466)=-343.71534178629275; dx=-0.03046576008792901 evalInputDelta=0.11390427511804546
New Minimum: -343.71534178629275 > -344.0560949185501
WOLFE (weak): th(15.747039556563386)=-344.0560949185501; dx=-0.03050335993568475 evalInputDelta=0.4546574073754073
New Minimum: -344.0560949185501 > -345.84474498543926
WOLFE (weak): th(78.73519778281693)=-345.84474498543926; dx=-0.029775320055265217 evalInputDelta=2.2433074742645545
New Minimum: -345.84474498543926 > -356.1394778981083
END: th(472.41118669690155)=-356.1394778981083; dx=-0.026682968148207205 evalInputDelta=12.538040386933574
Fitness changed from -343.6014375111747 to -356.1394778981083
Iteration 18 complete. Error: -356.1394778981083 Total: 12.4292; Orientation: 1.0322; Line Search: 10.0361
Adding measurement 45fa1350 to history. Total: 3
Accepted: LBFGS Orientation magnitude: 9.504e+03, gradient 1.681e-01, dot 0.061; [52a36548-c384-4626-8063-6235d2d29572 = 1.000/1.000e+00]
th(0)=-356.1394778981083;dx=-98.9800551724766
Armijo: th(1017.7790485789335)=-2.551820226059986; dx=0.0020301176686305473 evalInputDelta=-353.5876576720483
Armijo: th(508.88952428946675)=-2.4093447925743843; dx=0.0036329103657317466 evalInputDelta=-353.7301331055339
Armijo: th(169.62984142982225)=-1.8477549329133522; dx=0.012062439265518605 evalInputDelta=-354.29172296519494
Armijo: th(42.40746035745556)=-1.378657920012029; dx=0.04602885932564832 evalInputDelta=-354.76081997809627
Armijo: th(8.481492071491113)=-0.6636584196775763; dx=0.17830023417489438 evalInputDelta=-355.4758194784307
Armijo: th(1.4135820119151854)=-48.485161870621084; dx=18.50316480440282 evalInputDelta=-307.6543160274872
Armijo: th(0.20194028741645506)=-292.67061483554744; dx=97.16400202674151 evalInputDelta=-63.46886306256084
Armijo: th(0.025242535927056883)=-353.6419506533378; dx=-38.86144616469759 evalInputDelta=-2.497527244770481
Armijo: th(0.0028047262141174313)=-356.01690609539844; dx=-81.8353701922084 evalInputDelta=-0.12257180270984236
Armijo: th(2.804726214117431E-4)=-356.12876268367927; dx=-89.01709108063781 evalInputDelta=-0.010715214429012576
Armijo: th(2.5497511037431193E-5)=-356.1385235196184; dx=-86.77900238169747 evalInputDelta=-9.543784898937702E-4
Armijo: th(2.1247925864525993E-6)=-356.1393911365331; dx=-89.33274412398 evalInputDelta=-8.676157517584215E-5
Armijo: th(1.6344558357327686E-7)=-356.13946343784727; dx=-89.53420523490456 evalInputDelta=-1.4460261013482523E-5
New Minimum: -356.1394778981083 > -356.1394923583688
END: th(1.1674684540948348E-8)=-356.1394923583688; dx=-87.61336773713812 evalInputDelta=1.4460260501891753E-5
Fitness changed from -356.1394778981083 to -356.1394923583688
Iteration 19 complete. Error: -356.1394923583688 Total: 23.7166; Orientation: 0.5542; Line Search: 21.8039
Adding measurement 6e33eef9 to history. Total: 4
Rejected: LBFGS Orientation magnitude: 4.111e+05, gradient 1.673e-01, dot -0.233; [52a36548-c384-4626-8063-6235d2d29572 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -356.1394923583688, -356.1394778981083, -17.70723004563921, -8.736349359284665, -1.8663300385331085
Rejected: LBFGS Orientation magnitude: 1.730e+06, gradient 1.673e-01, dot -0.074; [52a36548-c384-4626-8063-6235d2d29572 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -356.1394923583688, -356.1394778981083, -17.70723004563921, -8.736349359284665
LBFGS Accumulation History: 3 points
Removed measurement 6e33eef9 to history. Total: 4
Removed measurement 45fa1350 to history. Total: 3
th(0)=-356.1394923583688;dx=-0.027441462652208023
New Minimum: -356.1394923583688 > -356.13950681862866
WOLFE (weak): th(2.515234537019808E-8)=-356.13950681862866; dx=-0.027500904285581756 evalInputDelta=1.4460259876614145E-5
WOLFE (weak): th(5.030469074039616E-8)=-356.13950681862866; dx=-0.027523489015833964 evalInputDelta=1.4460259876614145E-5
WOLFE (weak): th(1.5091407222118849E-7)=-356.1394923583688; dx=-0.027361561833713934 evalInputDelta=0.0
WOLFE (weak): th(6.036562888847539E-7)=-356.1394923583688; dx=-0.02729479464629882 evalInputDelta=0.0
WOLFE (weak): th(3.0182814444237697E-6)=-356.13950681862866; dx=-0.027465861770228965 evalInputDelta=1.4460259876614145E-5
Armijo: th(1.8109688666542618E-5)=-356.1394923583688; dx=-0.027423883725653235 evalInputDelta=0.0
Armijo: th(1.0563985055483194E-5)=-356.1394923583688; dx=-0.02747705702112747 evalInputDelta=0.0
Armijo: th(6.791133249953482E-6)=-356.1394923583688; dx=-0.027412725899156987 evalInputDelta=0.0
Armijo: th(4.904707347188626E-6)=-356.1394778981083; dx=-0.027464173823133195 evalInputDelta=-1.4460260501891753E-5
Armijo: th(3.961494395806198E-6)=-356.1394923583688; dx=-0.027362663916775148 evalInputDelta=0.0
Armijo: th(3.4898879201149835E-6)=-356.1394923583688; dx=-0.027565725619779144 evalInputDelta=0.0
Armijo: th(3.254084682269377E-6)=-356.1394923583688; dx=-0.0273824072024891 evalInputDelta=0.0
WOLFE (weak): th(3.1361830633465735E-6)=-356.13950681862866; dx=-0.027296751237185817 evalInputDelta=1.4460259876614145E-5
Armijo: th(3.195133872807975E-6)=-356.1394923583688; dx=-0.027565038128492293 evalInputDelta=0.0
WOLFE (weak): th(3.1656584680772745E-6)=-356.13950681862866; dx=-0.02757698020080153 evalInputDelta=1.4460259876614145E-5
WOLFE (weak): th(3.180396170442625E-6)=-356.13950681862866; dx=-0.026939038313626366 evalInputDelta=1.4460259876614145E-5
Armijo: th(3.1877650216253003E-6)=-356.1394923583688; dx=-0.027267679870577877 evalInputDelta=0.0
Armijo: th(3.1840805960339627E-6)=-356.1394923583688; dx=-0.027466748813837857 evalInputDelta=0.0
Armijo: th(3.182238383238294E-6)=-356.1394923583688; dx=-0.02748471522331923 evalInputDelta=0.0
Armijo: th(3.1813172768404595E-6)=-356.1394923583688; dx=-0.027426204494169965 evalInputDelta=0.0
Armijo: th(3.180856723641542E-6)=-356.1394923583688; dx=-0.027509414274549386 evalInputDelta=0.0
Armijo: th(3.1806264470420836E-6)=-356.1394923583688; dx=-0.027447377097572404 evalInputDelta=0.0
WOLFE (weak): th(3.1805113087423543E-6)=-356.13950681862866; dx=-0.02698311256767779 evalInputDelta=1.4460259876614145E-5
WOLFE (weak): th(3.180568877892219E-6)=-356.13950681862866; dx=-0.02754093068458514 evalInputDelta=1.4460259876614145E-5
Armijo: th(3.1805976624671512E-6)=-356.1394923583688; dx=-0.027491520183810063 evalInputDelta=0.0
mu ~= nu (3.180568877892219E-6): th(2.515234537019808E-8)=-356.13950681862866
Fitness changed from -356.1394923583688 to -356.13950681862866
Iteration 20 complete. Error: -356.13950681862866 Total: 41.4138; Orientation: 1.0381; Line Search: 39.0061
Iteration 20
Adding measurement 796b1973 to history. Total: 3
Accepted: LBFGS Orientation magnitude: 9.618e+03, gradient 1.671e-01, dot 0.063; [52a36548-c384-4626-8063-6235d2d29572 = 1.000/1.000e+00]
th(0)=-356.13950681862866;dx=-99.14244698415851
Armijo: th(6.852358931810165E-6)=-356.13921761331926; dx=-90.89403985487135 evalInputDelta=-2.8920530940013123E-4
Armijo: th(3.4261794659050825E-6)=-356.13934775573756; dx=-89.96192279882817 evalInputDelta=-1.5906289110034777E-4
Armijo: th(1.1420598219683608E-6)=-356.1394345173233; dx=-88.69215234339512 evalInputDelta=-7.230130535162971E-5
Armijo: th(2.855149554920902E-7)=-356.1394345173233; dx=-89.53118347191564 evalInputDelta=-7.230130535162971E-5
Armijo: th(5.710299109841804E-8)=-356.1394923583688; dx=-89.96265507828117 evalInputDelta=-1.4460259876614145E-5
Armijo: th(9.517165183069674E-9)=-356.1394923583688; dx=-89.00466439649091 evalInputDelta=-1.4460259876614145E-5
WOLFE (weak): th(1.3595950261528106E-9)=-356.13950681862866; dx=-90.80743210525792 evalInputDelta=0.0
Armijo: th(5.4383801046112424E-9)=-356.1394778981083; dx=-90.54800940684078 evalInputDelta=-2.89205203785059E-5
Armijo: th(3.3989875653820266E-9)=-356.1394923583688; dx=-90.89103572069462 evalInputDelta=-1.4460259876614145E-5
Armijo: th(2.3792912957674185E-9)=-356.13950681862866; dx=-89.57373290797408 evalInputDelta=0.0
Armijo: th(1.8694431609601145E-9)=-356.1394778981083; dx=-91.00954846781337 evalInputDelta=-2.89205203785059E-5
Armijo: th(1.6145190935564624E-9)=-356.13950681862866; dx=-89.98395133332036 evalInputDelta=0.0
Armijo: th(1.4870570598546364E-9)=-356.1394923583688; dx=-86.5933168847587 evalInputDelta=-1.4460259876614145E-5
Armijo: th(1.4233260430037236E-9)=-356.1394778981083; dx=-88.76725120980328 evalInputDelta=-2.89205203785059E-5
WOLFE (weak): th(1.391460534578267E-9)=-356.13950681862866; dx=-90.65332613628584 evalInputDelta=0.0
Armijo: th(1.4073932887909953E-9)=-356.1394923583688; dx=-89.69864671121488 evalInputDelta=-1.4460259876614145E-5
Armijo: th(1.3994269116846312E-9)=-356.1394923583688; dx=-90.54697544026338 evalInputDelta=-1.4460259876614145E-5
WOLFE (weak): th(1.395443723131449E-9)=-356.13950681862866; dx=-90.0580022462255 evalInputDelta=0.0
Armijo: th(1.3974353174080402E-9)=-356.1394923583688; dx=-88.32814606247763 evalInputDelta=-1.4460259876614145E-5
WOLFE (weak): th(1.3964395202697445E-9)=-356.13950681862866; dx=-90.64488330888953 evalInputDelta=0.0
Armijo: th(1.3969374188388924E-9)=-356.1394923583688; dx=-88.44744659740125 evalInputDelta=-1.4460259876614145E-5
Armijo: th(1.3966884695543185E-9)=-356.1394923583688; dx=-83.65904160284822 evalInputDelta=-1.4460259876614145E-5
WOLFE (weak): th(1.3965639949120315E-9)=-356.13950681862866; dx=-90.99569232617314 evalInputDelta=0.0
WOLFE (weak): th(1.396626232233175E-9)=-356.13950681862866; dx=-91.18643215614611 evalInputDelta=0.0
Armijo: th(1.3966573508937467E-9)=-356.1394923583688; dx=-90.37321792670272 evalInputDelta=-1.4460259876614145E-5
Armijo: th(1.3966417915634609E-9)=-356.1394923583688; dx=-91.10275544750745 evalInputDelta=-1.4460259876614145E-5
Armijo: th(1.396634011898318E-9)=-356.1394923583688; dx=-89.97099324748632 evalInputDelta=-1.4460259876614145E-5
mu ~= nu (1.396626232233175E-9): th(0.0)=-356.13950681862866
Fitness changed from -356.13950681862866 to -356.13950681862866
Static Iteration Total: 44.5441; Orientation: 0.4713; Line Search: 42.5544
Iteration 21 failed. Error: -356.13950681862866
Previous Error: 0.0 -> -356.13950681862866
Retrying iteration 21
Reset training subject: 10589075883657
Adding measurement 1dcf335 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=-356.13950681862866;dx=-0.027526211155961287
WOLFE (weak): th(3.0089483841219083E-9)=-356.13950681862866; dx=-0.02734918687702813 evalInputDelta=0.0
WOLFE (weak): th(6.0178967682438165E-9)=-356.13950681862866; dx=-0.027381712258486235 evalInputDelta=0.0
WOLFE (weak): th(1.805369030473145E-8)=-356.13950681862866; dx=-0.027385105126609292 evalInputDelta=0.0
Armijo: th(7.22147612189258E-8)=-356.1394923583688; dx=-0.027414867419856284 evalInputDelta=-1.4460259876614145E-5
Armijo: th(4.513422576182863E-8)=-356.1394923583688; dx=-0.027100933213588807 evalInputDelta=-1.4460259876614145E-5
WOLFE (weak): th(3.1593958033280035E-8)=-356.13950681862866; dx=-0.027309627860653406 evalInputDelta=0.0
Armijo: th(3.836409189755433E-8)=-356.1394923583688; dx=-0.027100532596552568 evalInputDelta=-1.4460259876614145E-5
WOLFE (weak): th(3.497902496541718E-8)=-356.13950681862866; dx=-0.027173188662913964 evalInputDelta=0.0
WOLFE (weak): th(3.6671558431485754E-8)=-356.13950681862866; dx=-0.0274035301520272 evalInputDelta=0.0
Armijo: th(3.751782516452004E-8)=-356.1394923583688; dx=-0.027236968208659142 evalInputDelta=-1.4460259876614145E-5
Armijo: th(3.70946917980029E-8)=-356.1394923583688; dx=-0.02740131854070636 evalInputDelta=-1.4460259876614145E-5
Armijo: th(3.688312511474433E-8)=-356.1394923583688; dx=-0.02726282059098478 evalInputDelta=-1.4460259876614145E-5
Armijo: th(3.677734177311504E-8)=-356.1394923583688; dx=-0.02707629550857215 evalInputDelta=-1.4460259876614145E-5
Armijo: th(3.67244501023004E-8)=-356.1394923583688; dx=-0.02731548123081028 evalInputDelta=-1.4460259876614145E-5
Armijo: th(3.669800426689308E-8)=-356.1394923583688; dx=-0.0273004253357592 evalInputDelta=-1.4460259876614145E-5
WOLFE (weak): th(3.668478134918941E-8)=-356.13950681862866; dx=-0.02735376547910573 evalInputDelta=0.0
WOLFE (weak): th(3.669139280804124E-8)=-356.13950681862866; dx=-0.027371676995994618 evalInputDelta=0.0
WOLFE (weak): th(3.6694698537467156E-8)=-356.13950681862866; dx=-0.02738501879994075 evalInputDelta=0.0
Armijo: th(3.669635140218011E-8)=-356.1394923583688; dx=-0.027108990960215656 evalInputDelta=-1.4460259876614145E-5
Armijo: th(3.6695524969823635E-8)=-356.1394923583688; dx=-0.027322398179647128 evalInputDelta=-1.4460259876614145E-5
WOLFE (weak): th(3.66951117536454E-8)=-356.13950681862866; dx=-0.027248082272844722 evalInputDelta=0.0
WOLFE (weak): th(3.669531836173451E-8)=-356.13950681862866; dx=-0.02695226143616603 evalInputDelta=0.0
mu ~= nu (3.669531836173451E-8): th(0.0)=-356.13950681862866
Fitness changed from -356.13950681862866 to -356.13950681862866
Static Iteration Total: 37.4477; Orientation: 0.0165; Line Search: 34.6697
Iteration 22 failed. Error: -356.13950681862866
Previous Error: 0.0 -> -356.13950681862866
Optimization terminated 22
Final threshold in iteration 22: -356.13950681862866 (> -Infinity) after 334.280s (< 3600.000s)