Reset training subject: 2496393478602 Reset training subject: 2498810682106 Adding measurement 67d1730f to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=1.845182478427887;dx=-1.8452769595740616E-7 New Minimum: 1.845182478427887 > 1.8451820313930511 WOLFE (weak): th(2.154434690031884)=1.8451820313930511; dx=-1.8704489883960091E-7 evalInputDelta=4.470348358154297E-7 New Minimum: 1.8451820313930511 > 1.8451814949512482 WOLFE (weak): th(4.308869380063768)=1.8451814949512482; dx=-1.872223951077796E-7 evalInputDelta=9.834766387939453E-7 New Minimum: 1.8451814949512482 > 1.845179557800293 WOLFE (weak): th(12.926608140191302)=1.845179557800293; dx=-1.8701260057679684E-7 evalInputDelta=2.9206275939941406E-6 New Minimum: 1.845179557800293 > 1.8451703190803528 WOLFE (weak): th(51.70643256076521)=1.8451703190803528; dx=-1.8705096346099178E-7 evalInputDelta=1.2159347534179688E-5 New Minimum: 1.8451703190803528 > 1.845120683312416 WOLFE (weak): th(258.53216280382605)=1.845120683312416; dx=-1.8705010811141354E-7 evalInputDelta=6.179511547088623E-5 New Minimum: 1.845120683312416 > 1.8448114842176437 WOLFE (weak): th(1551.1929768229563)=1.8448114842176437; dx=-1.870344458513155E-7 evalInputDelta=3.709942102432251E-4 New Minimum: 1.8448114842176437 > 1.842586800456047 WOLFE (weak): th(10858.350837760694)=1.842586800456047; dx=-1.869501764493338E-7 evalInputDelta=0.002595677971839905 New Minimum: 1.842586800456047 > 1.8245183527469635 WOLFE (weak): th(86866.80670208555)=1.8245183527469635; dx=-1.8512617099260154E-7 evalInputDelta=0.020664125680923462 New Minimum: 1.8245183527469635 > 1.6680122762918472 WOLFE (weak): th(781801.26031877)=1.6680122762918472; dx=-1.6838321430869556E-7 evalInputDelta=0.17717020213603973 New Minimum: 1.6680122762918472 > 0.8215375542640686 END: th(7818012.6031877)=0.8215375542640686; dx=-5.132704367236598E-8 evalInputDelta=1.0236449241638184 Fitness changed from 1.845182478427887 to 0.8215375542640686 Iteration 1 complete. Error: 0.8215375542640686 Total: 35.1923; Orientation: 0.0098; Line Search: 28.0414 Iteration 1 ![Iteration 1](etc/fe96797c-e601-416a-8581-3c528bfb3f49.jpg) Adding measurement bcff251 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=0.8215375542640686;dx=-8.800597023615465E-8 New Minimum: 0.8215375542640686 > 0.265923410654068 END: th(1.684339755941405E7)=0.265923410654068; dx=-6.100219791826519E-9 evalInputDelta=0.5556141436100006 Fitness changed from 0.8215375542640686 to 0.265923410654068 Iteration 2 complete. Error: 0.265923410654068 Total: 8.6164; Orientation: 0.0090; Line Search: 5.9613 Iteration 2 ![Iteration 2](etc/f681c582-c6a5-43ec-a04b-14ef23bc1dd1.jpg) Adding measurement 49c655a4 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=0.265923410654068;dx=-6.850559825967683E-8 Armijo: th(3.6288E7)=0.38598865270614624; dx=2.4525949163457567E-8 evalInputDelta=-0.12006524205207825 New Minimum: 0.265923410654068 > -0.252100870013237 WOLF (strong): th(1.8144E7)=-0.252100870013237; dx=9.902684706162153E-9 evalInputDelta=0.518024280667305 END: th(6048000.0)=-0.14529874920845032; dx=-3.752752305514934E-8 evalInputDelta=0.4112221598625183 Fitness changed from 0.265923410654068 to -0.252100870013237 Iteration 3 complete. Error: -0.252100870013237 Total: 12.2472; Orientation: 0.0092; Line Search: 9.7427 Iteration 3 ![Iteration 3](etc/f3b0b4f8-7791-4197-bcfa-e02b88cae7ea.jpg) Adding measurement 748e810a to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.866e+03, gradient 2.794e-04, dot -0.522; [a4609e91-7ea5-48d7-99f1-251b725159fd = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.252100870013237, 0.265923410654068, 0.8215375542640686, 1.845182478427887 LBFGS Accumulation History: 3 points Removed measurement 748e810a to history. Total: 3 th(0)=-0.252100870013237;dx=-7.785239902317827E-8 New Minimum: -0.252100870013237 > -0.5496663749217987 WOLF (strong): th(1.3030021005312834E7)=-0.5496663749217987; dx=1.9715824825543502E-8 evalInputDelta=0.2975655049085617 New Minimum: -0.5496663749217987 > -0.6021293699741364 END: th(6515010.502656417)=-0.6021293699741364; dx=-1.651797765214167E-8 evalInputDelta=0.35002849996089935 Fitness changed from -0.252100870013237 to -0.6021293699741364 Iteration 4 complete. Error: -0.6021293699741364 Total: 10.0014; Orientation: 0.2349; Line Search: 7.3490 Iteration 4 ![Iteration 4](etc/12ecb4c8-1fd4-4a79-8ff8-0f43a5388f90.jpg) Adding measurement 4e84458d to history. Total: 3 Rejected: LBFGS Orientation magnitude: 7.071e+03, gradient 1.779e-04, dot -0.629; [a4609e91-7ea5-48d7-99f1-251b725159fd = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.6021293699741364, 0.265923410654068, 0.8215375542640686, 1.845182478427887 LBFGS Accumulation History: 3 points Removed measurement 4e84458d to history. Total: 3 th(0)=-0.6021293699741364;dx=-3.142296147416676E-8 New Minimum: -0.6021293699741364 > -0.835455596446991 END: th(1.4036164632845046E7)=-0.835455596446991; dx=-2.8837673590187624E-10 evalInputDelta=0.23332622647285461 Fitness changed from -0.6021293699741364 to -0.835455596446991 Iteration 5 complete. Error: -0.835455596446991 Total: 8.1336; Orientation: 0.2778; Line Search: 5.1130 Iteration 5 ![Iteration 5](etc/a6d5cac6-f9c3-45ce-a389-4479d7dc9a3c.jpg) Adding measurement 7f47eeed to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.700e+03, gradient 2.132e-04, dot -0.524; [a4609e91-7ea5-48d7-99f1-251b725159fd = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.835455596446991, 0.265923410654068, 0.8215375542640686, 1.845182478427887 LBFGS Accumulation History: 3 points Removed measurement 7f47eeed to history. Total: 3 th(0)=-0.835455596446991;dx=-4.531229267859539E-8 Armijo: th(3.0240000000000007E7)=-0.14379307627677917; dx=3.452359993487877E-8 evalInputDelta=-0.6916625201702118 Armijo: th(1.5120000000000004E7)=-0.8300120979547501; dx=2.4374745262572028E-8 evalInputDelta=-0.005443498492240906 New Minimum: -0.835455596446991 > -0.9872338771820068 END: th(5040000.000000001)=-0.9872338771820068; dx=-1.154438785768413E-8 evalInputDelta=0.15177828073501587 Fitness changed from -0.835455596446991 to -0.9872338771820068 Iteration 6 complete. Error: -0.9872338771820068 Total: 13.6292; Orientation: 0.2188; Line Search: 10.8369 Adding measurement 214b1540 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.932e+03, gradient 1.289e-04, dot -0.725; [a4609e91-7ea5-48d7-99f1-251b725159fd = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.9872338771820068, 0.265923410654068, 0.8215375542640686, 1.845182478427887 LBFGS Accumulation History: 3 points Removed measurement 214b1540 to history. Total: 3 th(0)=-0.9872338771820068;dx=-1.6373017260072496E-8 New Minimum: -0.9872338771820068 > -1.1279230266809464 END: th(1.0858350837760696E7)=-1.1279230266809464; dx=-8.05413736161611E-9 evalInputDelta=0.14068914949893951 Fitness changed from -0.9872338771820068 to -1.1279230266809464 Iteration 7 complete. Error: -1.1279230266809464 Total: 7.7362; Orientation: 0.2171; Line Search: 5.0028 Adding measurement 71923126 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.603e+03, gradient 1.290e-04, dot -0.697; [a4609e91-7ea5-48d7-99f1-251b725159fd = 1.000/1.000e+00] Orientation rejected. Popping history element from -1.1279230266809464, 0.265923410654068, 0.8215375542640686, 1.845182478427887 LBFGS Accumulation History: 3 points Removed measurement 71923126 to history. Total: 3 th(0)=-1.1279230266809464;dx=-1.642162568382734E-8 New Minimum: -1.1279230266809464 > -1.2173526585102081 WOLF (strong): th(2.339360772140841E7)=-1.2173526585102081; dx=9.336997565058085E-10 evalInputDelta=0.08942963182926178 New Minimum: -1.2173526585102081 > -1.23794487118721 END: th(1.1696803860704206E7)=-1.23794487118721; dx=-3.6974215934936375E-9 evalInputDelta=0.11002184450626373 Fitness changed from -1.1279230266809464 to -1.23794487118721 Iteration 8 complete. Error: -1.23794487118721 Total: 9.8869; Orientation: 0.2204; Line Search: 7.2429 Adding measurement 78327902 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.979e+03, gradient 1.365e-04, dot -0.626; [a4609e91-7ea5-48d7-99f1-251b725159fd = 1.000/1.000e+00] Orientation rejected. Popping history element from -1.23794487118721, 0.265923410654068, 0.8215375542640686, 1.845182478427887 LBFGS Accumulation History: 3 points Removed measurement 78327902 to history. Total: 3 th(0)=-1.23794487118721;dx=-1.845838067534029E-8 Armijo: th(2.5200000000000007E7)=-1.2169962525367737; dx=1.0086879981483308E-8 evalInputDelta=-0.0209486186504364 New Minimum: -1.23794487118721 > -1.336067944765091 WOLF (strong): th(1.2600000000000004E7)=-1.336067944765091; dx=1.9016494113646983E-9 evalInputDelta=0.09812307357788086 END: th(4200000.000000001)=-1.3111139237880707; dx=-1.0813741811829631E-8 evalInputDelta=0.0731690526008606 Fitness changed from -1.23794487118721 to -1.336067944765091 Iteration 9 complete. Error: -1.336067944765091 Total: 14.4566; Orientation: 0.2177; Line Search: 11.8214 Adding measurement 707cc713 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.015e+04, gradient 1.577e-04, dot -0.535; [a4609e91-7ea5-48d7-99f1-251b725159fd = 1.000/1.000e+00] Orientation rejected. Popping history element from -1.336067944765091, 0.265923410654068, 0.8215375542640686, 1.845182478427887 LBFGS Accumulation History: 3 points Removed measurement 707cc713 to history. Total: 3 th(0)=-1.336067944765091;dx=-2.4728169392362687E-8 New Minimum: -1.336067944765091 > -1.4341990500688553 WOLF (strong): th(9048625.698133914)=-1.4341990500688553; dx=2.2338727427320813E-9 evalInputDelta=0.09813110530376434 END: th(4524312.849066957)=-1.4220404624938965; dx=-9.886871242883427E-9 evalInputDelta=0.08597251772880554 Fitness changed from -1.336067944765091 to -1.4341990500688553 Iteration 10 complete. Error: -1.4341990500688553 Total: 10.4229; Orientation: 0.2998; Line Search: 7.7429 Iteration 10 ![Iteration 10](etc/43007578-002a-4407-97c0-a3f5d34aef4e.jpg) Final threshold in iteration 11: -1.4341990500688553 (> -Infinity) after 130.380s (< 3600.000s)