Reset training subject: 1697857023282 Reset training subject: 1705118346937 Adding measurement 209d3981 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=8.514216050505638;dx=-3.2264505864679146E-7 New Minimum: 8.514216050505638 > 8.514214605093002 WOLFE (weak): th(2.154434690031884)=8.514214605093002; dx=-3.1443127412700577E-7 evalInputDelta=1.4454126358032227E-6 New Minimum: 8.514214605093002 > 8.5142133384943 WOLFE (weak): th(4.308869380063768)=8.5142133384943; dx=-3.169989262310189E-7 evalInputDelta=2.7120113372802734E-6 New Minimum: 8.5142133384943 > 8.514209941029549 WOLFE (weak): th(12.926608140191302)=8.514209941029549; dx=-3.1581674462382264E-7 evalInputDelta=6.109476089477539E-6 New Minimum: 8.514209941029549 > 8.514191821217537 WOLFE (weak): th(51.70643256076521)=8.514191821217537; dx=-3.167705751426076E-7 evalInputDelta=2.422928810119629E-5 New Minimum: 8.514191821217537 > 8.514090985059738 WOLFE (weak): th(258.53216280382605)=8.514090985059738; dx=-3.17063403349857E-7 evalInputDelta=1.2506544589996338E-4 New Minimum: 8.514090985059738 > 8.513464391231537 WOLFE (weak): th(1551.1929768229563)=8.513464391231537; dx=-3.1483958733469084E-7 evalInputDelta=7.516592741012573E-4 New Minimum: 8.513464391231537 > 8.508932679891586 WOLFE (weak): th(10858.350837760694)=8.508932679891586; dx=-3.142692046364341E-7 evalInputDelta=0.005283370614051819 New Minimum: 8.508932679891586 > 8.473949790000916 WOLFE (weak): th(86866.80670208555)=8.473949790000916; dx=-3.0434928700628176E-7 evalInputDelta=0.040266260504722595 New Minimum: 8.473949790000916 > 8.161401703953743 END: th(781801.26031877)=8.161401703953743; dx=-2.2601642607170548E-7 evalInputDelta=0.35281434655189514 Fitness changed from 8.514216050505638 to 8.161401703953743 Iteration 1 complete. Error: 8.161401703953743 Total: 84.0388; Orientation: 0.0261; Line Search: 64.2561 Iteration 1 ![Iteration 1](etc/9799df81-828f-44b4-b3a4-28c2d99ce806.jpg) Adding measurement 6f55350c to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=8.161401703953743;dx=-2.491606231670412E-7 New Minimum: 8.161401703953743 > 7.349230706691742 END: th(1684339.7559414052)=7.349230706691742; dx=-1.703146095259157E-7 evalInputDelta=0.812170997262001 Fitness changed from 8.161401703953743 to 7.349230706691742 Iteration 2 complete. Error: 7.349230706691742 Total: 19.8588; Orientation: 0.0257; Line Search: 12.9182 Iteration 2 ![Iteration 2](etc/d51c00d1-e6a1-4341-b64f-6907a80c556c.jpg) Adding measurement 7c618beb to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=7.349230706691742;dx=-1.824860740679385E-7 New Minimum: 7.349230706691742 > 6.130701929330826 END: th(3628800.0)=6.130701929330826; dx=-9.668783408006051E-8 evalInputDelta=1.2185287773609161 Fitness changed from 7.349230706691742 to 6.130701929330826 Iteration 3 complete. Error: 6.130701929330826 Total: 19.3219; Orientation: 0.0257; Line Search: 13.3015 Iteration 3 ![Iteration 3](etc/828d820d-c89e-40bb-b432-e70e0803aa5e.jpg) Adding measurement 421afed9 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.854e+03, gradient 3.326e-04, dot -0.705; [5d4dbcdd-f276-4612-ac94-7d3810ed3d77 = 1.000/1.000e+00] Orientation rejected. Popping history element from 6.130701929330826, 7.349230706691742, 8.161401703953743, 8.514216050505638 LBFGS Accumulation History: 3 points Removed measurement 421afed9 to history. Total: 3 th(0)=6.130701929330826;dx=-1.0995833285108137E-7 New Minimum: 6.130701929330826 > 4.6921060383319855 END: th(7818012.6031877)=4.6921060383319855; dx=-5.789145970353246E-8 evalInputDelta=1.4385958909988403 Fitness changed from 6.130701929330826 to 4.6921060383319855 Iteration 4 complete. Error: 4.6921060383319855 Total: 18.9442; Orientation: 0.3335; Line Search: 12.6090 Iteration 4 ![Iteration 4](etc/547b52f8-a802-4def-86db-4aab347a7f40.jpg) Adding measurement 72dc4833 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 7.268e+03, gradient 3.132e-04, dot -0.625; [5d4dbcdd-f276-4612-ac94-7d3810ed3d77 = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.6921060383319855, 7.349230706691742, 8.161401703953743, 8.514216050505638 LBFGS Accumulation History: 3 points Removed measurement 72dc4833 to history. Total: 3 th(0)=4.6921060383319855;dx=-9.729712616443833E-8 New Minimum: 4.6921060383319855 > 3.528038799762726 END: th(1.684339755941405E7)=3.528038799762726; dx=-2.4079673863594406E-8 evalInputDelta=1.1640672385692596 Fitness changed from 4.6921060383319855 to 3.528038799762726 Iteration 5 complete. Error: 3.528038799762726 Total: 19.9727; Orientation: 0.3714; Line Search: 12.5277 Iteration 5 ![Iteration 5](etc/d560729e-bec3-421c-8f04-76576f99bdf9.jpg) Adding measurement 4fcb069d to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.353e+03, gradient 2.892e-04, dot -0.382; [5d4dbcdd-f276-4612-ac94-7d3810ed3d77 = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.528038799762726, 7.349230706691742, 8.161401703953743, 8.514216050505638 LBFGS Accumulation History: 3 points Removed measurement 4fcb069d to history. Total: 3 th(0)=3.528038799762726;dx=-8.346724811270216E-8 New Minimum: 3.528038799762726 > 2.9083611965179443 WOLF (strong): th(3.6288E7)=2.9083611965179443; dx=3.107013928415361E-9 evalInputDelta=0.6196776032447815 New Minimum: 2.9083611965179443 > 2.396924525499344 END: th(1.8144E7)=2.396924525499344; dx=-9.93623953977971E-9 evalInputDelta=1.131114274263382 Fitness changed from 3.528038799762726 to 2.396924525499344 Iteration 6 complete. Error: 2.396924525499344 Total: 25.3255; Orientation: 0.3940; Line Search: 18.7124 Adding measurement 47378e33 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.249e+03, gradient 2.137e-04, dot -0.344; [5d4dbcdd-f276-4612-ac94-7d3810ed3d77 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.396924525499344, 7.349230706691742, 8.161401703953743, 8.514216050505638 LBFGS Accumulation History: 3 points Removed measurement 47378e33 to history. Total: 3 th(0)=2.396924525499344;dx=-4.536019828756751E-8 Armijo: th(3.90900630159385E7)=3.3479679226875305; dx=6.192041850657307E-9 evalInputDelta=-0.9510433971881866 New Minimum: 2.396924525499344 > 2.036225974559784 END: th(1.954503150796925E7)=2.036225974559784; dx=-2.9615594580048903E-9 evalInputDelta=0.36069855093955994 Fitness changed from 2.396924525499344 to 2.036225974559784 Iteration 7 complete. Error: 2.036225974559784 Total: 26.1083; Orientation: 0.3799; Line Search: 19.0557 Adding measurement ddde71d to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.284e+03, gradient 1.891e-04, dot -0.284; [5d4dbcdd-f276-4612-ac94-7d3810ed3d77 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.036225974559784, 7.349230706691742, 8.161401703953743, 8.514216050505638 LBFGS Accumulation History: 3 points Removed measurement ddde71d to history. Total: 3 th(0)=2.036225974559784;dx=-3.549760107652141E-8 Armijo: th(4.210849389853513E7)=2.205254450440407; dx=6.268835039243289E-9 evalInputDelta=-0.16902847588062286 New Minimum: 2.036225974559784 > 1.511692374944687 END: th(2.1054246949267566E7)=1.511692374944687; dx=-6.542363477313313E-10 evalInputDelta=0.524533599615097 Fitness changed from 2.036225974559784 to 1.511692374944687 Iteration 8 complete. Error: 1.511692374944687 Total: 26.4127; Orientation: 0.3860; Line Search: 19.7091 Adding measurement 577351ac to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.328e+03, gradient 1.739e-04, dot -0.271; [5d4dbcdd-f276-4612-ac94-7d3810ed3d77 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.511692374944687, 7.349230706691742, 8.161401703953743, 8.514216050505638 LBFGS Accumulation History: 3 points Removed measurement 577351ac to history. Total: 3 th(0)=1.511692374944687;dx=-2.983898202309063E-8 Armijo: th(4.536000000000001E7)=2.418316528201103; dx=8.877072903248951E-9 evalInputDelta=-0.9066241532564163 New Minimum: 1.511692374944687 > 1.3755958676338196 WOLF (strong): th(2.2680000000000004E7)=1.3755958676338196; dx=2.0356560809045045E-9 evalInputDelta=0.1360965073108673 New Minimum: 1.3755958676338196 > 1.2466346770524979 END: th(7560000.000000001)=1.2466346770524979; dx=-1.6874357384042747E-8 evalInputDelta=0.265057697892189 Fitness changed from 1.511692374944687 to 1.2466346770524979 Iteration 9 complete. Error: 1.2466346770524979 Total: 32.0715; Orientation: 0.3335; Line Search: 25.6569 Adding measurement 547daba to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.601e+03, gradient 1.390e-04, dot -0.335; [5d4dbcdd-f276-4612-ac94-7d3810ed3d77 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.2466346770524979, 7.349230706691742, 8.161401703953743, 8.514216050505638 LBFGS Accumulation History: 3 points Removed measurement 547daba to history. Total: 3 th(0)=1.2466346770524979;dx=-1.8940265347917722E-8 New Minimum: 1.2466346770524979 > 1.0199294239282608 END: th(1.6287526256641043E7)=1.0199294239282608; dx=-6.733695114605583E-9 evalInputDelta=0.22670525312423706 Fitness changed from 1.2466346770524979 to 1.0199294239282608 Iteration 10 complete. Error: 1.0199294239282608 Total: 19.7826; Orientation: 0.3379; Line Search: 12.4285 Iteration 10 ![Iteration 10](etc/ca8ca8ad-28f5-4ec5-a2be-28265d3a86f9.jpg) Final threshold in iteration 11: 1.0199294239282608 (> -Infinity) after 291.906s (< 1800.000s)