Reset training subject: 1340862752440100
Reset training subject: 1340942637470700
Adding measurement 2f98fe6f to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=8.4208960570395;dx=-4.548982339845777E-6
New Minimum: 8.4208960570395 > 8.420892169699073
WOLFE (weak): th(2.154434690031884)=8.420892169699073; dx=-4.534811520829323E-6 evalInputDelta=3.887340426445007E-6
New Minimum: 8.420892169699073 > 8.420888928696513
WOLFE (weak): th(4.308869380063768)=8.420888928696513; dx=-4.534806330236158E-6 evalInputDelta=7.1283429861068726E-6
New Minimum: 8.420888928696513 > 8.420874634757638
WOLFE (weak): th(12.926608140191302)=8.420874634757638; dx=-4.534963230382454E-6 evalInputDelta=2.1422281861305237E-5
New Minimum: 8.420874634757638 > 8.420812118798494
WOLFE (weak): th(51.70643256076521)=8.420812118798494; dx=-4.534987809783437E-6 evalInputDelta=8.393824100494385E-5
New Minimum: 8.420812118798494 > 8.420475129038095
WOLFE (weak): th(258.53216280382605)=8.420475129038095; dx=-4.532109456958784E-6 evalInputDelta=4.209280014038086E-4
New Minimum: 8.420475129038095 > 8.418372012674809
WOLFE (weak): th(1551.1929768229563)=8.418372012674809; dx=-4.5301256569038646E-6 evalInputDelta=0.0025240443646907806
New Minimum: 8.418372012674809 > 8.4034044444561
WOLFE (weak): th(10858.350837760694)=8.4034044444561; dx=-4.397147565701234E-6 evalInputDelta=0.01749161258339882
New Minimum: 8.4034044444561 > 8.293024143204093
END: th(86866.80670208555)=8.293024143204093; dx=-3.682283739989738E-6 evalInputDelta=0.1278719138354063
Fitness changed from 8.4208960570395 to 8.293024143204093
Iteration 1 complete. Error: 8.293024143204093 Total: 942.2766; Orientation: 0.1331; Line Search: 705.4610
Iteration 1
Adding measurement 28c00acd to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=8.293024143204093;dx=-3.4305729683512574E-6
New Minimum: 8.293024143204093 > 8.093859981745481
END: th(187148.86177126726)=8.093859981745481; dx=-2.59674823882398E-6 evalInputDelta=0.1991641614586115
Fitness changed from 8.293024143204093 to 8.093859981745481
Iteration 2 complete. Error: 8.093859981745481 Total: 238.5503; Orientation: 0.1287; Line Search: 159.5125
Iteration 2
Adding measurement b307030 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=8.093859981745481;dx=-2.449729559747289E-6
New Minimum: 8.093859981745481 > 7.816749680787325
END: th(403200.00000000006)=7.816749680787325; dx=-1.687247860075409E-6 evalInputDelta=0.2771103009581566
Fitness changed from 8.093859981745481 to 7.816749680787325
Iteration 3 complete. Error: 7.816749680787325 Total: 234.5297; Orientation: 0.1306; Line Search: 155.0646
Iteration 3
Adding measurement 3f0b5619 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.026e+03, gradient 1.338e-03, dot -0.946; [4bd4f578-c5b2-4663-bc92-ac4fddb28fff = 1.000/1.000e+00]
Orientation rejected. Popping history element from 8.4208960570395, 8.293024143204093, 8.093859981745481, 7.816749680787325
LBFGS Accumulation History: 3 points
Removed measurement 2f98fe6f to history. Total: 4
th(0)=7.816749680787325;dx=-1.789552871738778E-6
New Minimum: 7.816749680787325 > 7.4522071443498135
END: th(868668.0670208557)=7.4522071443498135; dx=-1.0493290954154504E-6 evalInputDelta=0.36454253643751144
Fitness changed from 7.816749680787325 to 7.4522071443498135
Iteration 4 complete. Error: 7.4522071443498135 Total: 240.5264; Orientation: 3.7433; Line Search: 159.1602
Iteration 4
Adding measurement 5aefdb9e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.843e+03, gradient 1.145e-03, dot -0.891; [4bd4f578-c5b2-4663-bc92-ac4fddb28fff = 1.000/1.000e+00]
Orientation rejected. Popping history element from 8.293024143204093, 8.093859981745481, 7.816749680787325, 7.4522071443498135
LBFGS Accumulation History: 3 points
Removed measurement 28c00acd to history. Total: 4
th(0)=7.4522071443498135;dx=-1.3105499454758705E-6
New Minimum: 7.4522071443498135 > 7.0392986834049225
END: th(1871488.617712673)=7.0392986834049225; dx=-5.75203882031342E-7 evalInputDelta=0.412908460944891
Fitness changed from 7.4522071443498135 to 7.0392986834049225
Iteration 5 complete. Error: 7.0392986834049225 Total: 239.2101; Orientation: 3.7253; Line Search: 156.4711
Iteration 5
Adding measurement 442151d1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.375e+03, gradient 1.771e-03, dot -0.510; [4bd4f578-c5b2-4663-bc92-ac4fddb28fff = 1.000/1.000e+00]
Orientation rejected. Popping history element from 8.093859981745481, 7.816749680787325, 7.4522071443498135, 7.0392986834049225
LBFGS Accumulation History: 3 points
Removed measurement b307030 to history. Total: 4
th(0)=7.0392986834049225;dx=-3.1371024893820564E-6
New Minimum: 7.0392986834049225 > 6.898889869451523
END: th(4032000.0000000014)=6.898889869451523; dx=-1.9832527314322248E-7 evalInputDelta=0.14040881395339966
Fitness changed from 7.0392986834049225 to 6.898889869451523
Iteration 6 complete. Error: 6.898889869451523 Total: 237.8456; Orientation: 3.8061; Line Search: 156.6816
Adding measurement 70680f88 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.271e+03, gradient 1.903e-03, dot -0.565; [4bd4f578-c5b2-4663-bc92-ac4fddb28fff = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.816749680787325, 7.4522071443498135, 7.0392986834049225, 6.898889869451523
LBFGS Accumulation History: 3 points
Removed measurement 3f0b5619 to history. Total: 4
th(0)=6.898889869451523;dx=-3.6231766010427858E-6
Armijo: th(8686680.670208558)=8.407874267548323; dx=1.5172818242147186E-7 evalInputDelta=-1.5089843980967999
Armijo: th(4343340.335104279)=7.0575017631053925; dx=6.803859909529504E-10 evalInputDelta=-0.15861189365386963
New Minimum: 6.898889869451523 > 6.510819181799889
END: th(1447780.1117014263)=6.510819181799889; dx=-3.420658731438766E-7 evalInputDelta=0.3880706876516342
Fitness changed from 6.898889869451523 to 6.510819181799889
Iteration 7 complete. Error: 6.510819181799889 Total: 404.4602; Orientation: 3.8131; Line Search: 315.1686
Adding measurement 4d3bde85 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.918e+03, gradient 1.310e-03, dot -0.604; [4bd4f578-c5b2-4663-bc92-ac4fddb28fff = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.4522071443498135, 7.0392986834049225, 6.898889869451523, 6.510819181799889
LBFGS Accumulation History: 3 points
Removed measurement 5aefdb9e to history. Total: 4
th(0)=6.510819181799889;dx=-1.7169930105883638E-6
New Minimum: 6.510819181799889 > 6.27167878113687
END: th(3119147.6961877886)=6.27167878113687; dx=-1.5984284351488253E-7 evalInputDelta=0.23914040066301823
Fitness changed from 6.510819181799889 to 6.27167878113687
Iteration 8 complete. Error: 6.27167878113687 Total: 239.3608; Orientation: 3.7644; Line Search: 158.4205
Adding measurement 7156f8cf to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.263e+03, gradient 1.752e-03, dot -0.564; [4bd4f578-c5b2-4663-bc92-ac4fddb28fff = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.0392986834049225, 6.898889869451523, 6.510819181799889, 6.27167878113687
LBFGS Accumulation History: 3 points
Removed measurement 442151d1 to history. Total: 4
th(0)=6.27167878113687;dx=-3.0685938587005446E-6
Armijo: th(6720000.000000003)=7.118904622271657; dx=1.8469025719327865E-7 evalInputDelta=-0.8472258411347866
New Minimum: 6.27167878113687 > 6.213468382135034
WOLF (strong): th(3360000.0000000014)=6.213468382135034; dx=1.5041631678732437E-7 evalInputDelta=0.05821039900183678
New Minimum: 6.213468382135034 > 5.9016042202711105
END: th(1120000.0000000005)=5.9016042202711105; dx=-3.7076788032744707E-7 evalInputDelta=0.37007456086575985
Fitness changed from 6.27167878113687 to 5.9016042202711105
Iteration 9 complete. Error: 5.9016042202711105 Total: 393.3097; Orientation: 3.7818; Line Search: 311.1342
Adding measurement 4babe06f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.197e+03, gradient 1.020e-03, dot -0.718; [4bd4f578-c5b2-4663-bc92-ac4fddb28fff = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.898889869451523, 6.510819181799889, 6.27167878113687, 5.9016042202711105
LBFGS Accumulation History: 3 points
Removed measurement 70680f88 to history. Total: 4
th(0)=5.9016042202711105;dx=-1.0406897893520845E-6
New Minimum: 5.9016042202711105 > 5.644164964556694
END: th(2412966.852835711)=5.644164964556694; dx=-2.216299690694712E-7 evalInputDelta=0.2574392557144165
Fitness changed from 5.9016042202711105 to 5.644164964556694
Iteration 10 complete. Error: 5.644164964556694 Total: 240.2429; Orientation: 3.8336; Line Search: 158.3879
Iteration 10
Adding measurement 45cddfd3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.416e+03, gradient 1.213e-03, dot -0.604; [4bd4f578-c5b2-4663-bc92-ac4fddb28fff = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.510819181799889, 6.27167878113687, 5.9016042202711105, 5.644164964556694
LBFGS Accumulation History: 3 points
Removed measurement 4d3bde85 to history. Total: 4
th(0)=5.644164964556694;dx=-1.4718614631198625E-6
Armijo: th(5198579.493646315)=6.133441351354122; dx=2.483729101245728E-7 evalInputDelta=-0.48927638679742813
New Minimum: 5.644164964556694 > 5.5596475675702095
WOLF (strong): th(2599289.7468231576)=5.5596475675702095; dx=1.4572411658885658E-7 evalInputDelta=0.08451739698648453
New Minimum: 5.5596475675702095 > 5.427944499999285
END: th(866429.9156077192)=5.427944499999285; dx=-3.924572315818945E-7 evalInputDelta=0.2162204645574093
Fitness changed from 5.644164964556694 to 5.427944499999285
Iteration 11 complete. Error: 5.427944499999285 Total: 395.6713; Orientation: 3.7749; Line Search: 313.8052
Final threshold in iteration 11: 5.427944499999285 (> -Infinity) after 3805.984s (< 3600.000s)