Reset training subject: 1780074162149 Reset training subject: 1784011643175 Adding measurement 6eca715 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=3.0740063786506653;dx=-6.812038461483114E-8 New Minimum: 3.0740063786506653 > 3.0740061700344086 WOLFE (weak): th(2.154434690031884)=3.0740061700344086; dx=-6.814251540411245E-8 evalInputDelta=2.086162567138672E-7 New Minimum: 3.0740061700344086 > 3.0740055441856384 WOLFE (weak): th(4.308869380063768)=3.0740055441856384; dx=-6.813449823950366E-8 evalInputDelta=8.344650268554688E-7 New Minimum: 3.0740055441856384 > 3.0740044862031937 WOLFE (weak): th(12.926608140191302)=3.0740044862031937; dx=-6.815830433441154E-8 evalInputDelta=1.8924474716186523E-6 New Minimum: 3.0740044862031937 > 3.073999658226967 WOLFE (weak): th(51.70643256076521)=3.073999658226967; dx=-6.808410920157154E-8 evalInputDelta=6.720423698425293E-6 New Minimum: 3.073999658226967 > 3.0739726573228836 WOLFE (weak): th(258.53216280382605)=3.0739726573228836; dx=-6.808344687795492E-8 evalInputDelta=3.3721327781677246E-5 New Minimum: 3.0739726573228836 > 3.073803201317787 WOLFE (weak): th(1551.1929768229563)=3.073803201317787; dx=-6.809335876129929E-8 evalInputDelta=2.031773328781128E-4 New Minimum: 3.073803201317787 > 3.07258677482605 WOLFE (weak): th(10858.350837760694)=3.07258677482605; dx=-6.802068823979179E-8 evalInputDelta=0.0014196038246154785 New Minimum: 3.07258677482605 > 3.062691241502762 WOLFE (weak): th(86866.80670208555)=3.062691241502762; dx=-6.754718356816132E-8 evalInputDelta=0.011315137147903442 New Minimum: 3.062691241502762 > 2.9757473170757294 WOLFE (weak): th(781801.26031877)=2.9757473170757294; dx=-6.306315368711323E-8 evalInputDelta=0.09825906157493591 New Minimum: 2.9757473170757294 > 2.4687334448099136 END: th(7818012.6031877)=2.4687334448099136; dx=-2.4132123846462103E-8 evalInputDelta=0.6052729338407516 Fitness changed from 3.0740063786506653 to 2.4687334448099136 Iteration 1 complete. Error: 2.4687334448099136 Total: 55.0065; Orientation: 0.0141; Line Search: 42.7472 Iteration 1 ![Iteration 1](etc/f4000a6e-a06e-43f2-8ea5-522c145d42a1.jpg) Adding measurement 75f78762 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=2.4687334448099136;dx=-4.4456634318082764E-8 New Minimum: 2.4687334448099136 > 2.0337240993976593 END: th(1.684339755941405E7)=2.0337240993976593; dx=-5.401585284146279E-9 evalInputDelta=0.43500934541225433 Fitness changed from 2.4687334448099136 to 2.0337240993976593 Iteration 2 complete. Error: 2.0337240993976593 Total: 11.7835; Orientation: 0.0134; Line Search: 7.7068 Iteration 2 ![Iteration 2](etc/ea14bcd1-c01f-4f19-b6c7-d1a971de41d1.jpg) Adding measurement 5629d798 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=2.0337240993976593;dx=-4.496527663784971E-8 Armijo: th(3.6288E7)=2.2011606097221375; dx=1.0446591480907743E-8 evalInputDelta=-0.16743651032447815 New Minimum: 2.0337240993976593 > 1.6115048229694366 WOLF (strong): th(1.8144E7)=1.6115048229694366; dx=6.021038291923194E-9 evalInputDelta=0.42221927642822266 END: th(6048000.0)=1.6586942970752716; dx=-2.533387639709188E-8 evalInputDelta=0.3750298023223877 Fitness changed from 2.0337240993976593 to 1.6115048229694366 Iteration 3 complete. Error: 1.6115048229694366 Total: 19.3827; Orientation: 0.0133; Line Search: 15.7015 Iteration 3 ![Iteration 3](etc/116f79ce-5fe5-400f-bdac-758ee37f59de.jpg) Adding measurement 639aea9b to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.802e+03, gradient 2.016e-04, dot -0.556; [d4263934-c78c-4141-b746-d9878c0412b7 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.6115048229694366, 2.0337240993976593, 2.4687334448099136, 3.0740063786506653 LBFGS Accumulation History: 3 points Removed measurement 639aea9b to history. Total: 3 th(0)=1.6115048229694366;dx=-4.058537976124639E-8 New Minimum: 1.6115048229694366 > 1.1752947121858597 END: th(1.3030021005312834E7)=1.1752947121858597; dx=-1.5518066389770367E-9 evalInputDelta=0.43621011078357697 Fitness changed from 1.6115048229694366 to 1.1752947121858597 Iteration 4 complete. Error: 1.1752947121858597 Total: 11.7847; Orientation: 0.3799; Line Search: 7.5199 Iteration 4 ![Iteration 4](etc/da133cb3-55f4-4e3b-a7fa-34901dc676cd.jpg) Adding measurement bb3067f to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.006e+04, gradient 1.508e-04, dot -0.614; [d4263934-c78c-4141-b746-d9878c0412b7 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.1752947121858597, 2.0337240993976593, 2.4687334448099136, 3.0740063786506653 LBFGS Accumulation History: 3 points Removed measurement bb3067f to history. Total: 3 th(0)=1.1752947121858597;dx=-2.2708142829241506E-8 New Minimum: 1.1752947121858597 > 1.0936793386936188 WOLF (strong): th(2.8072329265690092E7)=1.0936793386936188; dx=4.580016715493691E-9 evalInputDelta=0.0816153734922409 New Minimum: 1.0936793386936188 > 0.9483461081981659 END: th(1.4036164632845046E7)=0.9483461081981659; dx=-2.1377204550972607E-9 evalInputDelta=0.2269486039876938 Fitness changed from 1.1752947121858597 to 0.9483461081981659 Iteration 5 complete. Error: 0.9483461081981659 Total: 15.6505; Orientation: 0.3215; Line Search: 11.4202 Iteration 5 ![Iteration 5](etc/f31eba99-a162-4a89-b3ba-d2a72a5dab25.jpg) Adding measurement 1cd2c9dc to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.012e+04, gradient 1.455e-04, dot -0.611; [d4263934-c78c-4141-b746-d9878c0412b7 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.9483461081981659, 2.0337240993976593, 2.4687334448099136, 3.0740063786506653 LBFGS Accumulation History: 3 points Removed measurement 1cd2c9dc to history. Total: 3 th(0)=0.9483461081981659;dx=-2.1132770898567088E-8 Armijo: th(3.0240000000000007E7)=1.0051846504211426; dx=5.628283691842049E-9 evalInputDelta=-0.056838542222976685 New Minimum: 0.9483461081981659 > 0.789026141166687 WOLF (strong): th(1.5120000000000004E7)=0.789026141166687; dx=1.3866159565992658E-9 evalInputDelta=0.15931996703147888 END: th(5040000.000000001)=0.8152391314506531; dx=-1.279776005754944E-8 evalInputDelta=0.13310697674751282 Fitness changed from 0.9483461081981659 to 0.789026141166687 Iteration 6 complete. Error: 0.789026141166687 Total: 20.0199; Orientation: 0.8118; Line Search: 15.1902 Adding measurement 4d3ccd86 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.262e+04, gradient 1.477e-04, dot -0.555; [d4263934-c78c-4141-b746-d9878c0412b7 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.789026141166687, 2.0337240993976593, 2.4687334448099136, 3.0740063786506653 LBFGS Accumulation History: 3 points Removed measurement 4d3ccd86 to history. Total: 3 th(0)=0.789026141166687;dx=-2.1770361037647996E-8 New Minimum: 0.789026141166687 > 0.5950654447078705 END: th(1.0858350837760696E7)=0.5950654447078705; dx=-1.5442562695056236E-9 evalInputDelta=0.19396069645881653 Fitness changed from 0.789026141166687 to 0.5950654447078705 Iteration 7 complete. Error: 0.5950654447078705 Total: 11.8049; Orientation: 0.3228; Line Search: 7.6522 Adding measurement 3376a6d7 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.201e+04, gradient 1.155e-04, dot -0.660; [d4263934-c78c-4141-b746-d9878c0412b7 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.5950654447078705, 2.0337240993976593, 2.4687334448099136, 3.0740063786506653 LBFGS Accumulation History: 3 points Removed measurement 3376a6d7 to history. Total: 3 th(0)=0.5950654447078705;dx=-1.3270022271422426E-8 New Minimum: 0.5950654447078705 > 0.5262155681848526 WOLF (strong): th(2.339360772140841E7)=0.5262155681848526; dx=1.7729535483982978E-9 evalInputDelta=0.06884987652301788 New Minimum: 0.5262155681848526 > 0.47773413360118866 END: th(1.1696803860704206E7)=0.47773413360118866; dx=-2.7273065759712865E-9 evalInputDelta=0.11733131110668182 Fitness changed from 0.5950654447078705 to 0.47773413360118866 Iteration 8 complete. Error: 0.47773413360118866 Total: 16.2123; Orientation: 0.3918; Line Search: 12.1309 Adding measurement 5dbf8532 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.320e+04, gradient 1.132e-04, dot -0.642; [d4263934-c78c-4141-b746-d9878c0412b7 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.47773413360118866, 2.0337240993976593, 2.4687334448099136, 3.0740063786506653 LBFGS Accumulation History: 3 points Removed measurement 5dbf8532 to history. Total: 3 th(0)=0.47773413360118866;dx=-1.278620625375774E-8 New Minimum: 0.47773413360118866 > 0.46879416704177856 WOLF (strong): th(2.5200000000000007E7)=0.46879416704177856; dx=2.3291885656520954E-9 evalInputDelta=0.008939966559410095 New Minimum: 0.46879416704177856 > 0.38591085374355316 END: th(1.2600000000000004E7)=0.38591085374355316; dx=-8.565802861128712E-10 evalInputDelta=0.0918232798576355 Fitness changed from 0.47773413360118866 to 0.38591085374355316 Iteration 9 complete. Error: 0.38591085374355316 Total: 16.2226; Orientation: 0.4012; Line Search: 12.1198 Adding measurement 281b44c3 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.248e+04, gradient 1.175e-04, dot -0.589; [d4263934-c78c-4141-b746-d9878c0412b7 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.38591085374355316, 2.0337240993976593, 2.4687334448099136, 3.0740063786506653 LBFGS Accumulation History: 3 points Removed measurement 281b44c3 to history. Total: 3 th(0)=0.38591085374355316;dx=-1.3772038291558274E-8 Armijo: th(2.7145877094401743E7)=0.445289209485054; dx=4.414995532497366E-9 evalInputDelta=-0.059378355741500854 New Minimum: 0.38591085374355316 > 0.3001672029495239 WOLF (strong): th(1.3572938547200872E7)=0.3001672029495239; dx=1.5334250804811765E-9 evalInputDelta=0.08574365079402924 END: th(4524312.849066957)=0.31136268377304077; dx=-8.417911485194999E-9 evalInputDelta=0.07454816997051239 Fitness changed from 0.38591085374355316 to 0.3001672029495239 Iteration 10 complete. Error: 0.3001672029495239 Total: 20.3804; Orientation: 0.3313; Line Search: 16.1080 Iteration 10 ![Iteration 10](etc/8acf8560-c891-4736-8fc5-2bcb14e462ba.jpg) Final threshold in iteration 11: 0.3001672029495239 (> -Infinity) after 198.399s (< 3600.000s)