Reset training subject: 25994618775146
Reset training subject: 26018833464285
Adding measurement d133110 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=6.4581461772322655;dx=-5.257975463963664E-7
New Minimum: 6.4581461772322655 > 6.458143226802349
WOLFE (weak): th(2.154434690031884)=6.458143226802349; dx=-5.331755065610371E-7 evalInputDelta=2.950429916381836E-6
New Minimum: 6.458143226802349 > 6.458139073103666
WOLFE (weak): th(4.308869380063768)=6.458139073103666; dx=-5.387351409031453E-7 evalInputDelta=7.10412859916687E-6
New Minimum: 6.458139073103666 > 6.458124190568924
WOLFE (weak): th(12.926608140191302)=6.458124190568924; dx=-5.456326040412094E-7 evalInputDelta=2.1986663341522217E-5
New Minimum: 6.458124190568924 > 6.458058148622513
WOLFE (weak): th(51.70643256076521)=6.458058148622513; dx=-5.419045779112391E-7 evalInputDelta=8.802860975265503E-5
New Minimum: 6.458058148622513 > 6.457705646753311
WOLFE (weak): th(258.53216280382605)=6.457705646753311; dx=-5.420225770679436E-7 evalInputDelta=4.405304789543152E-4
New Minimum: 6.457705646753311 > 6.455504633486271
END: th(1551.1929768229563)=6.455504633486271; dx=-4.230333493200501E-7 evalInputDelta=0.002641543745994568
Fitness changed from 6.4581461772322655 to 6.455504633486271
Iteration 1 complete. Error: 6.455504633486271 Total: 241.9792; Orientation: 0.0374; Line Search: 169.2759
Adding measurement 2099ddcc to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=6.455504633486271;dx=-5.320030691817243E-7
New Minimum: 6.455504633486271 > 6.449793118983507
WOLFE (weak): th(3341.943960201201)=6.449793118983507; dx=-5.273152521057523E-7 evalInputDelta=0.005711514502763748
New Minimum: 6.449793118983507 > 6.4440895691514015
WOLFE (weak): th(6683.887920402402)=6.4440895691514015; dx=-5.581208945549535E-7 evalInputDelta=0.011415064334869385
New Minimum: 6.4440895691514015 > 6.421362172812223
END: th(20051.663761207208)=6.421362172812223; dx=-4.115620707859363E-7 evalInputDelta=0.03414246067404747
Fitness changed from 6.455504633486271 to 6.421362172812223
Iteration 2 complete. Error: 6.421362172812223 Total: 120.7688; Orientation: 0.0331; Line Search: 96.2781
Adding measurement 4caf8076 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=6.421362172812223;dx=-5.190228631853608E-7
New Minimum: 6.421362172812223 > 6.350074619054794
WOLFE (weak): th(43200.00000000001)=6.350074619054794; dx=-5.014472528073697E-7 evalInputDelta=0.07128755375742912
New Minimum: 6.350074619054794 > 6.280158430337906
WOLFE (weak): th(86400.00000000001)=6.280158430337906; dx=-5.177013466541402E-7 evalInputDelta=0.14120374247431755
New Minimum: 6.280158430337906 > 6.015622280538082
END: th(259200.00000000006)=6.015622280538082; dx=-4.633089240034296E-7 evalInputDelta=0.4057398922741413
Fitness changed from 6.421362172812223 to 6.015622280538082
Iteration 3 complete. Error: 6.015622280538082 Total: 121.0425; Orientation: 0.0351; Line Search: 96.1838
Adding measurement 2f3e1871 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.480e+03, gradient 7.052e-04, dot -0.871; [2e1a0df8-263c-4bb8-bb73-e01cab9727ac = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.015622280538082, 6.421362172812223, 6.455504633486271, 6.4581461772322655
LBFGS Accumulation History: 3 points
Removed measurement 2f3e1871 to history. Total: 3
th(0)=6.015622280538082;dx=-3.852894428784459E-7
New Minimum: 6.015622280538082 > 5.387263122946024
END: th(558429.4716562644)=5.387263122946024; dx=-3.1314791931224545E-7 evalInputDelta=0.6283591575920582
Fitness changed from 6.015622280538082 to 5.387263122946024
Iteration 4 complete. Error: 5.387263122946024 Total: 73.8745; Orientation: 0.8262; Line Search: 48.0840
Adding measurement 61fb5aa2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.064e+03, gradient 5.862e-04, dot -0.794; [2e1a0df8-263c-4bb8-bb73-e01cab9727ac = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.387263122946024, 6.421362172812223, 6.455504633486271, 6.4581461772322655
LBFGS Accumulation History: 3 points
Removed measurement 61fb5aa2 to history. Total: 3
th(0)=5.387263122946024;dx=-2.7483378886344904E-7
New Minimum: 5.387263122946024 > 4.699565410614014
END: th(1203099.8256724325)=4.699565410614014; dx=-1.6461652480646324E-7 evalInputDelta=0.6876977123320103
Fitness changed from 5.387263122946024 to 4.699565410614014
Iteration 5 complete. Error: 4.699565410614014 Total: 73.7162; Orientation: 0.8288; Line Search: 48.4533
Adding measurement 66555f8d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.620e+02, gradient 4.700e-04, dot -0.531; [2e1a0df8-263c-4bb8-bb73-e01cab9727ac = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.699565410614014, 6.421362172812223, 6.455504633486271, 6.4581461772322655
LBFGS Accumulation History: 3 points
Removed measurement 66555f8d to history. Total: 3
th(0)=4.699565410614014;dx=-1.0457192804168292E-7
New Minimum: 4.699565410614014 > 4.29440800845623
END: th(2592000.0000000005)=4.29440800845623; dx=-5.092341672323383E-8 evalInputDelta=0.4051574021577835
Fitness changed from 4.699565410614014 to 4.29440800845623
Iteration 6 complete. Error: 4.29440800845623 Total: 73.4319; Orientation: 0.8675; Line Search: 48.1260
Adding measurement 72a58f11 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.827e+02, gradient 4.804e-04, dot -0.355; [2e1a0df8-263c-4bb8-bb73-e01cab9727ac = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.29440800845623, 6.421362172812223, 6.455504633486271, 6.4581461772322655
LBFGS Accumulation History: 3 points
Removed measurement 72a58f11 to history. Total: 3
th(0)=4.29440800845623;dx=-1.8171072678479783E-7
Armijo: th(5584294.716562644)=5.373019032180309; dx=2.8207254712333054E-8 evalInputDelta=-1.0786110237240791
Armijo: th(2792147.358281322)=4.457732111215591; dx=1.977920588601261E-9 evalInputDelta=-0.16332410275936127
New Minimum: 4.29440800845623 > 4.029610440135002
END: th(930715.7860937739)=4.029610440135002; dx=-7.449373732115744E-8 evalInputDelta=0.264797568321228
Fitness changed from 4.29440800845623 to 4.029610440135002
Iteration 7 complete. Error: 4.029610440135002 Total: 121.7290; Orientation: 0.8191; Line Search: 96.4935
Adding measurement 4e5f946b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.194e+03, gradient 3.826e-04, dot -0.472; [2e1a0df8-263c-4bb8-bb73-e01cab9727ac = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.029610440135002, 6.421362172812223, 6.455504633486271, 6.4581461772322655
LBFGS Accumulation History: 3 points
Removed measurement 4e5f946b to history. Total: 3
th(0)=4.029610440135002;dx=-1.0594390110272357E-7
New Minimum: 4.029610440135002 > 3.918804731220007
END: th(2005166.3761207208)=3.918804731220007; dx=-5.0173893617315844E-8 evalInputDelta=0.1108057089149952
Fitness changed from 4.029610440135002 to 3.918804731220007
Iteration 8 complete. Error: 3.918804731220007 Total: 73.6769; Orientation: 0.8714; Line Search: 48.1348
Adding measurement 516c350e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.476e+03, gradient 4.145e-04, dot -0.430; [2e1a0df8-263c-4bb8-bb73-e01cab9727ac = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.918804731220007, 6.421362172812223, 6.455504633486271, 6.4581461772322655
LBFGS Accumulation History: 3 points
Removed measurement 516c350e to history. Total: 3
th(0)=3.918804731220007;dx=-1.362338832563675E-7
Armijo: th(4320000.000000001)=4.6327947825193405; dx=4.3164964561637486E-9 evalInputDelta=-0.7139900512993336
Armijo: th(2160000.0000000005)=4.023719910532236; dx=-2.7746075056339253E-9 evalInputDelta=-0.10491517931222916
New Minimum: 3.918804731220007 > 3.7669762074947357
END: th(720000.0000000001)=3.7669762074947357; dx=-7.121674241626938E-8 evalInputDelta=0.15182852372527122
Fitness changed from 3.918804731220007 to 3.7669762074947357
Iteration 9 complete. Error: 3.7669762074947357 Total: 121.8996; Orientation: 0.8472; Line Search: 96.5862
Adding measurement 73a5ab27 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.357e+03, gradient 3.332e-04, dot -0.487; [2e1a0df8-263c-4bb8-bb73-e01cab9727ac = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.7669762074947357, 6.421362172812223, 6.455504633486271, 6.4581461772322655
LBFGS Accumulation History: 3 points
Removed measurement 73a5ab27 to history. Total: 3
th(0)=3.7669762074947357;dx=-6.859755773905352E-8
New Minimum: 3.7669762074947357 > 3.6749534383416176
END: th(1551192.9768229567)=3.6749534383416176; dx=-5.234975524930919E-8 evalInputDelta=0.09202276915311813
Fitness changed from 3.7669762074947357 to 3.6749534383416176
Iteration 10 complete. Error: 3.6749534383416176 Total: 74.6516; Orientation: 0.8683; Line Search: 49.2605
Adding measurement 391831f8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.687e+03, gradient 3.232e-04, dot -0.515; [2e1a0df8-263c-4bb8-bb73-e01cab9727ac = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.6749534383416176, 6.421362172812223, 6.455504633486271, 6.4581461772322655
LBFGS Accumulation History: 3 points
Removed measurement 391831f8 to history. Total: 3
th(0)=3.6749534383416176;dx=-7.636265978595985E-8
Armijo: th(3341943.960201202)=3.735698528587818; dx=-3.056400461621186E-8 evalInputDelta=-0.06074509024620056
New Minimum: 3.6749534383416176 > 3.6186671890318394
END: th(1670971.980100601)=3.6186671890318394; dx=-4.1557368022255325E-8 evalInputDelta=0.056286249309778214
Fitness changed from 3.6749534383416176 to 3.6186671890318394
Iteration 11 complete. Error: 3.6186671890318394 Total: 98.1285; Orientation: 0.9178; Line Search: 72.6254
Adding measurement 6e00ff4c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.962e+03, gradient 3.354e-04, dot -0.500; [2e1a0df8-263c-4bb8-bb73-e01cab9727ac = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.6186671890318394, 6.421362172812223, 6.455504633486271, 6.4581461772322655
LBFGS Accumulation History: 3 points
Removed measurement 6e00ff4c to history. Total: 3
th(0)=3.6186671890318394;dx=-7.167170966425638E-8
Armijo: th(3600000.0000000014)=3.9073863178491592; dx=-5.85083340930165E-9 evalInputDelta=-0.28871912881731987
New Minimum: 3.6186671890318394 > 3.6151639819145203
END: th(1800000.0000000007)=3.6151639819145203; dx=-2.6239590861918973E-8 evalInputDelta=0.003503207117319107
Fitness changed from 3.6186671890318394 to 3.6151639819145203
Iteration 12 complete. Error: 3.6151639819145203 Total: 97.4268; Orientation: 0.8667; Line Search: 72.1061
Adding measurement 3f12f989 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.934e+03, gradient 3.873e-04, dot -0.385; [2e1a0df8-263c-4bb8-bb73-e01cab9727ac = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.6151639819145203, 6.421362172812223, 6.455504633486271, 6.4581461772322655
LBFGS Accumulation History: 3 points
Removed measurement 3f12f989 to history. Total: 3
th(0)=3.6151639819145203;dx=-1.072871816235591E-7
Armijo: th(3877982.4420573926)=4.199963066726923; dx=9.898942048703719E-9 evalInputDelta=-0.5847990848124027
Armijo: th(1938991.2210286963)=3.67449414730072; dx=9.085295039325594E-9 evalInputDelta=-0.05933016538619995
New Minimum: 3.6151639819145203 > 3.4885571599006653
END: th(646330.4070095654)=3.4885571599006653; dx=-5.724971918973402E-8 evalInputDelta=0.12660682201385498
Fitness changed from 3.6151639819145203 to 3.4885571599006653
Iteration 13 complete. Error: 3.4885571599006653 Total: 121.9461; Orientation: 0.8470; Line Search: 96.3534
Adding measurement 57dfe616 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.160e+03, gradient 2.927e-04, dot -0.531; [2e1a0df8-263c-4bb8-bb73-e01cab9727ac = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.4885571599006653, 6.421362172812223, 6.455504633486271, 6.4581461772322655
LBFGS Accumulation History: 3 points
Removed measurement 57dfe616 to history. Total: 3
th(0)=3.4885571599006653;dx=-5.45388368030148E-8
New Minimum: 3.4885571599006653 > 3.437386065721512
END: th(1392476.6500838343)=3.437386065721512; dx=-4.5863511820586454E-8 evalInputDelta=0.05117109417915344
Fitness changed from 3.4885571599006653 to 3.437386065721512
Iteration 14 complete. Error: 3.437386065721512 Total: 73.9054; Orientation: 0.8656; Line Search: 48.1021
Adding measurement 5b41bdd5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.701e+03, gradient 2.878e-04, dot -0.585; [2e1a0df8-263c-4bb8-bb73-e01cab9727ac = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.437386065721512, 6.421362172812223, 6.455504633486271, 6.4581461772322655
LBFGS Accumulation History: 3 points
Removed measurement 5b41bdd5 to history. Total: 3
th(0)=3.437386065721512;dx=-4.736914265037701E-8
Armijo: th(3000000.0000000014)=3.4740153290331364; dx=-3.2513440092173916E-8 evalInputDelta=-0.03662926331162453
New Minimum: 3.437386065721512 > 3.410133183002472
END: th(1500000.0000000007)=3.410133183002472; dx=-3.526192032486831E-8 evalInputDelta=0.027252882719039917
Fitness changed from 3.437386065721512 to 3.410133183002472
Iteration 15 complete. Error: 3.410133183002472 Total: 97.7537; Orientation: 0.8434; Line Search: 72.3507
Adding measurement 3f03f201 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.875e+03, gradient 2.888e-04, dot -0.567; [2e1a0df8-263c-4bb8-bb73-e01cab9727ac = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.410133183002472, 6.421362172812223, 6.455504633486271, 6.4581461772322655
LBFGS Accumulation History: 3 points
Removed measurement 3f03f201 to history. Total: 3
th(0)=3.410133183002472;dx=-5.557055049491347E-8
Armijo: th(3231652.0350478273)=3.542938359081745; dx=-1.714811917747465E-8 evalInputDelta=-0.13280517607927322
New Minimum: 3.410133183002472 > 3.3986550346016884
END: th(1615826.0175239136)=3.3986550346016884; dx=-3.187616727741344E-8 evalInputDelta=0.011478148400783539
Fitness changed from 3.410133183002472 to 3.3986550346016884
Iteration 16 complete. Error: 3.3986550346016884 Total: 97.4124; Orientation: 0.8873; Line Search: 72.1006
Adding measurement 2fe4bb32 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.079e+03, gradient 3.136e-04, dot -0.507; [2e1a0df8-263c-4bb8-bb73-e01cab9727ac = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.3986550346016884, 6.421362172812223, 6.455504633486271, 6.4581461772322655
LBFGS Accumulation History: 3 points
Removed measurement 2fe4bb32 to history. Total: 3
th(0)=3.3986550346016884;dx=-6.782145313123634E-8
Armijo: th(3481191.625209586)=3.6865265741944313; dx=-1.0548829535738551E-8 evalInputDelta=-0.2878715395927429
Armijo: th(1740595.812604793)=3.4123069643974304; dx=-1.3082909745024656E-8 evalInputDelta=-0.013651929795742035
New Minimum: 3.3986550346016884 > 3.344436790794134
END: th(580198.6042015977)=3.344436790794134; dx=-4.56264645409838E-8 evalInputDelta=0.054218243807554245
Fitness changed from 3.3986550346016884 to 3.344436790794134
Iteration 17 complete. Error: 3.344436790794134 Total: 122.1773; Orientation: 0.9205; Line Search: 96.4345
Adding measurement 3a8ae0fa to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.741e+03, gradient 2.797e-04, dot -0.516; [2e1a0df8-263c-4bb8-bb73-e01cab9727ac = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.344436790794134, 6.421362172812223, 6.455504633486271, 6.4581461772322655
LBFGS Accumulation History: 3 points
Removed measurement 3a8ae0fa to history. Total: 3
th(0)=3.344436790794134;dx=-3.936859068336467E-8
New Minimum: 3.344436790794134 > 3.3108879402279854
WOLFE (weak): th(1250000.000000001)=3.3108879402279854; dx=-3.7787026226648276E-8 evalInputDelta=0.03354885056614876
END: th(2500000.000000002)=3.315256029367447; dx=-3.308782225021507E-8 evalInputDelta=0.02918076142668724
Fitness changed from 3.344436790794134 to 3.3108879402279854
Iteration 18 complete. Error: 3.3108879402279854 Total: 99.0326; Orientation: 0.8161; Line Search: 73.8110
Adding measurement 7d8c7df0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.313e+03, gradient 2.748e-04, dot -0.564; [2e1a0df8-263c-4bb8-bb73-e01cab9727ac = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.3108879402279854, 6.421362172812223, 6.455504633486271, 6.4581461772322655
LBFGS Accumulation History: 3 points
Removed measurement 7d8c7df0 to history. Total: 3
th(0)=3.3108879402279854;dx=-4.4084717422603564E-8
Armijo: th(5386086.725079713)=3.56974495947361; dx=-2.251615130027465E-8 evalInputDelta=-0.25885701924562454
Armijo: th(2693043.3625398567)=3.351673200726509; dx=-2.3017917335045664E-8 evalInputDelta=-0.04078526049852371
New Minimum: 3.3108879402279854 > 3.290740378201008
WOLFE (weak): th(897681.1208466189)=3.290740378201008; dx=-4.126415048773239E-8 evalInputDelta=0.02014756202697754
END: th(1795362.2416932378)=3.30753218755126; dx=-3.1132017980450926E-8 evalInputDelta=0.0033557526767253876
Fitness changed from 3.3108879402279854 to 3.290740378201008
Iteration 19 complete. Error: 3.290740378201008 Total: 145.5461; Orientation: 1.0351; Line Search: 120.0772
Adding measurement 2f133bf4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.611e+03, gradient 2.699e-04, dot -0.585; [2e1a0df8-263c-4bb8-bb73-e01cab9727ac = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.290740378201008, 6.421362172812223, 6.455504633486271, 6.4581461772322655
LBFGS Accumulation History: 3 points
Removed measurement 2f133bf4 to history. Total: 3
th(0)=3.290740378201008;dx=-4.219468376637563E-8
Armijo: th(3867990.694677319)=3.380813717842102; dx=-2.8510267581880127E-8 evalInputDelta=-0.09007333964109421
New Minimum: 3.290740378201008 > 3.2897802740335464
END: th(1933995.3473386595)=3.2897802740335464; dx=-3.502304357476015E-8 evalInputDelta=9.601041674613953E-4
Fitness changed from 3.290740378201008 to 3.2897802740335464
Iteration 20 complete. Error: 3.2897802740335464 Total: 97.7287; Orientation: 0.8366; Line Search: 72.2191
Final threshold in iteration 21: 3.2897802740335464 (> -Infinity) after 2147.829s (< 5400.000s)
