Reset training subject: 2917942808050 Reset training subject: 2922091873175 Adding measurement 5d7e7801 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=-1.22454484552145;dx=-7.000610307067112E-8 New Minimum: -1.22454484552145 > -1.2245450466871262 WOLFE (weak): th(2.154434690031884)=-1.2245450466871262; dx=-7.000000663901318E-8 evalInputDelta=2.0116567611694336E-7 New Minimum: -1.2245450466871262 > -1.224545195698738 WOLFE (weak): th(4.308869380063768)=-1.224545195698738; dx=-7.00299448425113E-8 evalInputDelta=3.501772880554199E-7 New Minimum: -1.224545195698738 > -1.224546141922474 WOLFE (weak): th(12.926608140191302)=-1.224546141922474; dx=-7.001043757913985E-8 evalInputDelta=1.296401023864746E-6 New Minimum: -1.224546141922474 > -1.2245501428842545 WOLFE (weak): th(51.70643256076521)=-1.2245501428842545; dx=-7.001431494164067E-8 evalInputDelta=5.297362804412842E-6 New Minimum: -1.2245501428842545 > -1.2245714962482452 WOLFE (weak): th(258.53216280382605)=-1.2245714962482452; dx=-7.000070096982947E-8 evalInputDelta=2.6650726795196533E-5 New Minimum: -1.2245714962482452 > -1.2247045189142227 WOLFE (weak): th(1551.1929768229563)=-1.2247045189142227; dx=-6.998890325614134E-8 evalInputDelta=1.5967339277267456E-4 New Minimum: -1.2247045189142227 > -1.225662000477314 WOLFE (weak): th(10858.350837760694)=-1.225662000477314; dx=-6.98159845946275E-8 evalInputDelta=0.0011171549558639526 New Minimum: -1.225662000477314 > -1.2334035709500313 WOLFE (weak): th(86866.80670208555)=-1.2334035709500313; dx=-6.875305677583149E-8 evalInputDelta=0.008858725428581238 New Minimum: -1.2334035709500313 > -1.2977240830659866 END: th(781801.26031877)=-1.2977240830659866; dx=-5.830684881593304E-8 evalInputDelta=0.07317923754453659 Fitness changed from -1.22454484552145 to -1.2977240830659866 Iteration 1 complete. Error: -1.2977240830659866 Total: 59.3623; Orientation: 0.0306; Line Search: 46.3715 Iteration 1 ![Iteration 1](etc/814df041-156b-48c6-abc7-c3aad5249f96.jpg) Adding measurement 7261d8bb to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=-1.2977240830659866;dx=-4.9340644447674135E-8 New Minimum: -1.2977240830659866 > -1.3922896981239319 END: th(1684339.7559414052)=-1.3922896981239319; dx=-3.191229351037642E-8 evalInputDelta=0.09456561505794525 Fitness changed from -1.2977240830659866 to -1.3922896981239319 Iteration 2 complete. Error: -1.3922896981239319 Total: 14.1441; Orientation: 0.0297; Line Search: 9.5175 Iteration 2 ![Iteration 2](etc/dc8a944c-167f-4b8c-b9f3-ef18b68d115d.jpg) Adding measurement 3142a118 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=-1.3922896981239319;dx=-2.3142182432058273E-8 New Minimum: -1.3922896981239319 > -1.4635919854044914 END: th(3628800.0)=-1.4635919854044914; dx=-1.0650304549859609E-8 evalInputDelta=0.07130228728055954 Fitness changed from -1.3922896981239319 to -1.4635919854044914 Iteration 3 complete. Error: -1.4635919854044914 Total: 14.4872; Orientation: 0.0305; Line Search: 9.0526 Iteration 3 ![Iteration 3](etc/4cd92b8b-6ce4-4733-803f-f3b7d1a7da91.jpg) Adding measurement b535813 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.956e+02, gradient 1.024e-04, dot -0.951; [feeabb50-ac56-4be5-8455-0d0a3955a3c2 = 1.000/1.000e+00] Orientation rejected. Popping history element from -1.4635919854044914, -1.3922896981239319, -1.2977240830659866, -1.22454484552145 LBFGS Accumulation History: 3 points Removed measurement b535813 to history. Total: 3 th(0)=-1.4635919854044914;dx=-1.046975379271172E-8 New Minimum: -1.4635919854044914 > -1.529411792755127 END: th(7818012.6031877)=-1.529411792755127; dx=-5.437604034636079E-9 evalInputDelta=0.06581980735063553 Fitness changed from -1.4635919854044914 to -1.529411792755127 Iteration 4 complete. Error: -1.529411792755127 Total: 14.6149; Orientation: 0.4753; Line Search: 9.3756 Iteration 4 ![Iteration 4](etc/a197ae92-5149-432f-930a-5bb42dff5c9a.jpg) Adding measurement 475d2ef1 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.431e+03, gradient 9.075e-05, dot -0.797; [feeabb50-ac56-4be5-8455-0d0a3955a3c2 = 1.000/1.000e+00] Orientation rejected. Popping history element from -1.529411792755127, -1.3922896981239319, -1.2977240830659866, -1.22454484552145 LBFGS Accumulation History: 3 points Removed measurement 475d2ef1 to history. Total: 3 th(0)=-1.529411792755127;dx=-8.217803129055412E-9 Armijo: th(1.684339755941405E7)=-1.4729847609996796; dx=9.499522593632831E-9 evalInputDelta=-0.05642703175544739 New Minimum: -1.529411792755127 > -1.5622437223792076 WOLF (strong): th(8421698.779707026)=-1.5622437223792076; dx=5.563159486395662E-11 evalInputDelta=0.03283192962408066 END: th(2807232.9265690087)=-1.5529510080814362; dx=-5.585548217856564E-9 evalInputDelta=0.023539215326309204 Fitness changed from -1.529411792755127 to -1.5622437223792076 Iteration 5 complete. Error: -1.5622437223792076 Total: 24.6983; Orientation: 0.4795; Line Search: 19.6286 Iteration 5 ![Iteration 5](etc/5ad2c11b-048a-4b19-a91b-3fe1eeef5b3e.jpg) Adding measurement 749df070 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.805e+03, gradient 1.271e-04, dot -0.649; [feeabb50-ac56-4be5-8455-0d0a3955a3c2 = 1.000/1.000e+00] Orientation rejected. Popping history element from -1.5622437223792076, -1.3922896981239319, -1.2977240830659866, -1.22454484552145 LBFGS Accumulation History: 3 points Removed measurement 749df070 to history. Total: 3 th(0)=-1.5622437223792076;dx=-1.6140278426027328E-8 New Minimum: -1.5622437223792076 > -1.5818391740322113 WOLF (strong): th(6048000.0)=-1.5818391740322113; dx=7.94091949992929E-9 evalInputDelta=0.019595451653003693 New Minimum: -1.5818391740322113 > -1.6022878289222717 END: th(3024000.0)=-1.6022878289222717; dx=-2.181745374772732E-9 evalInputDelta=0.04004410654306412 Fitness changed from -1.5622437223792076 to -1.6022878289222717 Iteration 6 complete. Error: -1.6022878289222717 Total: 19.0940; Orientation: 0.4839; Line Search: 14.0437 Adding measurement 1b96dd83 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.353e+03, gradient 6.919e-05, dot -0.876; [feeabb50-ac56-4be5-8455-0d0a3955a3c2 = 1.000/1.000e+00] Orientation rejected. Popping history element from -1.6022878289222717, -1.3922896981239319, -1.2977240830659866, -1.22454484552145 LBFGS Accumulation History: 3 points Removed measurement 1b96dd83 to history. Total: 3 th(0)=-1.6022878289222717;dx=-4.772813130468426E-9 New Minimum: -1.6022878289222717 > -1.6275106072425842 END: th(6515010.502656417)=-1.6275106072425842; dx=-3.0182153459023446E-9 evalInputDelta=0.0252227783203125 Fitness changed from -1.6022878289222717 to -1.6275106072425842 Iteration 7 complete. Error: -1.6275106072425842 Total: 14.2810; Orientation: 0.4842; Line Search: 8.8934 Adding measurement 39bf4134 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.573e+03, gradient 7.223e-05, dot -0.803; [feeabb50-ac56-4be5-8455-0d0a3955a3c2 = 1.000/1.000e+00] Orientation rejected. Popping history element from -1.6275106072425842, -1.3922896981239319, -1.2977240830659866, -1.22454484552145 LBFGS Accumulation History: 3 points Removed measurement 39bf4134 to history. Total: 3 th(0)=-1.6275106072425842;dx=-5.196791620183105E-9 New Minimum: -1.6275106072425842 > -1.6301327496767044 WOLF (strong): th(1.4036164632845046E7)=-1.6301327496767044; dx=2.7841888701032816E-9 evalInputDelta=0.0026221424341201782 New Minimum: -1.6301327496767044 > -1.651194915175438 END: th(7018082.316422523)=-1.651194915175438; dx=-8.371606469870776E-10 evalInputDelta=0.0236843079328537 Fitness changed from -1.6275106072425842 to -1.651194915175438 Iteration 8 complete. Error: -1.651194915175438 Total: 18.6118; Orientation: 0.4743; Line Search: 13.7742 Adding measurement 7acd9466 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.049e+03, gradient 8.988e-05, dot -0.628; [feeabb50-ac56-4be5-8455-0d0a3955a3c2 = 1.000/1.000e+00] Orientation rejected. Popping history element from -1.651194915175438, -1.3922896981239319, -1.2977240830659866, -1.22454484552145 LBFGS Accumulation History: 3 points Removed measurement 7acd9466 to history. Total: 3 th(0)=-1.651194915175438;dx=-8.066849855974484E-9 Armijo: th(1.5120000000000004E7)=-1.4294291585683823; dx=2.3515397473431123E-8 evalInputDelta=-0.22176575660705566 Armijo: th(7560000.000000002)=-1.6377484649419785; dx=6.947838749270676E-9 evalInputDelta=-0.013446450233459473 New Minimum: -1.651194915175438 > -1.6672967001795769 END: th(2520000.0000000005)=-1.6672967001795769; dx=-3.142776888392246E-9 evalInputDelta=0.016101785004138947 Fitness changed from -1.651194915175438 to -1.6672967001795769 Iteration 9 complete. Error: -1.6672967001795769 Total: 22.9664; Orientation: 0.4803; Line Search: 18.0095 Adding measurement 7cbdcf2d to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.123e+03, gradient 5.675e-05, dot -0.903; [feeabb50-ac56-4be5-8455-0d0a3955a3c2 = 1.000/1.000e+00] Orientation rejected. Popping history element from -1.6672967001795769, -1.3922896981239319, -1.2977240830659866, -1.22454484552145 LBFGS Accumulation History: 3 points Removed measurement 7cbdcf2d to history. Total: 3 th(0)=-1.6672967001795769;dx=-3.1977198838983305E-9 New Minimum: -1.6672967001795769 > -1.685145191848278 WOLFE (weak): th(5429175.418880348)=-1.685145191848278; dx=-2.9606911385179498E-9 evalInputDelta=0.017848491668701172 New Minimum: -1.685145191848278 > -1.7011962048709393 END: th(1.0858350837760696E7)=-1.7011962048709393; dx=-2.710979270665077E-9 evalInputDelta=0.03389950469136238 Fitness changed from -1.6672967001795769 to -1.7011962048709393 Iteration 10 complete. Error: -1.7011962048709393 Total: 19.8390; Orientation: 0.5506; Line Search: 14.4102 Iteration 10 ![Iteration 10](etc/ffee554b-1aeb-4f96-b870-aadffd118e79.jpg) Final threshold in iteration 11: -1.7011962048709393 (> -Infinity) after 222.265s (< 3600.000s)