Reset training subject: 1695976390875 Reset training subject: 1700452085151 Adding measurement 62265cf1 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=4.0573520809412;dx=-3.830755982502676E-7 New Minimum: 4.0573520809412 > 4.057351008057594 WOLFE (weak): th(2.154434690031884)=4.057351008057594; dx=-3.831399362094895E-7 evalInputDelta=1.0728836059570312E-6 New Minimum: 4.057351008057594 > 4.057349771261215 WOLFE (weak): th(4.308869380063768)=4.057349771261215; dx=-3.831013822143576E-7 evalInputDelta=2.3096799850463867E-6 New Minimum: 4.057349771261215 > 4.0573447942733765 WOLFE (weak): th(12.926608140191302)=4.0573447942733765; dx=-3.829613239874673E-7 evalInputDelta=7.286667823791504E-6 New Minimum: 4.0573447942733765 > 4.057322010397911 WOLFE (weak): th(51.70643256076521)=4.057322010397911; dx=-3.8316418024532485E-7 evalInputDelta=3.007054328918457E-5 New Minimum: 4.057322010397911 > 4.057201385498047 WOLFE (weak): th(258.53216280382605)=4.057201385498047; dx=-3.831777953092027E-7 evalInputDelta=1.5069544315338135E-4 New Minimum: 4.057201385498047 > 4.056446999311447 WOLFE (weak): th(1551.1929768229563)=4.056446999311447; dx=-3.8315944515458076E-7 evalInputDelta=9.050816297531128E-4 New Minimum: 4.056446999311447 > 4.051018074154854 WOLFE (weak): th(10858.350837760694)=4.051018074154854; dx=-3.829154214475461E-7 evalInputDelta=0.0063340067863464355 New Minimum: 4.051018074154854 > 4.006748020648956 WOLFE (weak): th(86866.80670208555)=4.006748020648956; dx=-3.818603969650656E-7 evalInputDelta=0.05060406029224396 New Minimum: 4.006748020648956 > 3.6102137714624405 WOLFE (weak): th(781801.26031877)=3.6102137714624405; dx=-3.6729602803636064E-7 evalInputDelta=0.44713830947875977 New Minimum: 3.6102137714624405 > 1.6283849030733109 END: th(7818012.6031877)=1.6283849030733109; dx=-2.494270664718057E-8 evalInputDelta=2.4289671778678894 Fitness changed from 4.0573520809412 to 1.6283849030733109 Iteration 1 complete. Error: 1.6283849030733109 Total: 66.2340; Orientation: 0.0299; Line Search: 51.4431 Iteration 1 ![Iteration 1](etc/d867207b-de24-42b6-bf47-cb0dbc78566c.jpg) Adding measurement 58dd4982 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=1.6283849030733109;dx=-4.146164720351584E-7 Armijo: th(1.684339755941405E7)=7.168005555868149; dx=9.317417803563E-7 evalInputDelta=-5.539620652794838 New Minimum: 1.6283849030733109 > 0.6418383419513702 WOLF (strong): th(8421698.779707026)=0.6418383419513702; dx=5.738731815523915E-8 evalInputDelta=0.9865465611219406 New Minimum: 0.6418383419513702 > 0.6140206009149551 END: th(2807232.9265690087)=0.6140206009149551; dx=-8.642280294761588E-8 evalInputDelta=1.0143643021583557 Fitness changed from 1.6283849030733109 to 0.6140206009149551 Iteration 2 complete. Error: 0.6140206009149551 Total: 24.0094; Orientation: 0.0297; Line Search: 19.3616 Iteration 2 ![Iteration 2](etc/9e1f1a7b-7266-4bdc-8a97-0672d1702b64.jpg) Adding measurement 5a2693e0 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=0.6140206009149551;dx=-1.431338568444308E-7 New Minimum: 0.6140206009149551 > -0.16948062181472778 END: th(6048000.0)=-0.16948062181472778; dx=-5.42085145871512E-8 evalInputDelta=0.7835012227296829 Fitness changed from 0.6140206009149551 to -0.16948062181472778 Iteration 3 complete. Error: -0.16948062181472778 Total: 14.4588; Orientation: 0.0302; Line Search: 9.5853 Iteration 3 ![Iteration 3](etc/317dc9ec-899e-4a80-993e-e5ce4c50d921.jpg) Adding measurement 24363067 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.820e+03, gradient 3.257e-04, dot -0.712; [67ba4518-c610-4430-b92a-fdaca925002b = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.16948062181472778, 0.6140206009149551, 1.6283849030733109, 4.0573520809412 LBFGS Accumulation History: 3 points Removed measurement 24363067 to history. Total: 3 th(0)=-0.16948062181472778;dx=-1.0598898296857344E-7 New Minimum: -0.16948062181472778 > -0.1856357753276825 WOLF (strong): th(1.3030021005312834E7)=-0.1856357753276825; dx=4.546063049184929E-8 evalInputDelta=0.016155153512954712 New Minimum: -0.1856357753276825 > -0.5051903575658798 WOLF (strong): th(6515010.502656417)=-0.5051903575658798; dx=3.279911505008917E-9 evalInputDelta=0.33570973575115204 END: th(2171670.167552139)=-0.4184834808111191; dx=-5.6920063594498E-8 evalInputDelta=0.2490028589963913 Fitness changed from -0.16948062181472778 to -0.5051903575658798 Iteration 4 complete. Error: -0.5051903575658798 Total: 24.9499; Orientation: 0.5692; Line Search: 19.3039 Iteration 4 ![Iteration 4](etc/4d3786a9-7521-4f2a-94b9-5e9e7fcee562.jpg) Adding measurement f9be7d0 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.379e+03, gradient 3.350e-04, dot -0.662; [67ba4518-c610-4430-b92a-fdaca925002b = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.5051903575658798, 0.6140206009149551, 1.6283849030733109, 4.0573520809412 LBFGS Accumulation History: 3 points Removed measurement f9be7d0 to history. Total: 3 th(0)=-0.5051903575658798;dx=-1.1217101362541279E-7 New Minimum: -0.5051903575658798 > -0.7753505557775497 WOLF (strong): th(4678721.544281682)=-0.7753505557775497; dx=3.191996433871798E-8 evalInputDelta=0.2701601982116699 END: th(2339360.772140841)=-0.775320366024971; dx=-4.912934536273255E-8 evalInputDelta=0.2701300084590912 Fitness changed from -0.5051903575658798 to -0.7753505557775497 Iteration 5 complete. Error: -0.7753505557775497 Total: 18.2951; Orientation: 0.4911; Line Search: 13.2143 Iteration 5 ![Iteration 5](etc/23de9ec4-1a80-42c2-aa01-332f588fee6e.jpg) Adding measurement 5e57721 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.715e+03, gradient 2.840e-04, dot -0.576; [67ba4518-c610-4430-b92a-fdaca925002b = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.7753505557775497, 0.6140206009149551, 1.6283849030733109, 4.0573520809412 LBFGS Accumulation History: 3 points Removed measurement 5e57721 to history. Total: 3 th(0)=-0.7753505557775497;dx=-8.0594174491731E-8 New Minimum: -0.7753505557775497 > -0.8536664322018623 WOLF (strong): th(5040000.000000001)=-0.8536664322018623; dx=5.011001304607977E-8 evalInputDelta=0.07831587642431259 New Minimum: -0.8536664322018623 > -0.9498938992619514 END: th(2520000.0000000005)=-0.9498938992619514; dx=-1.200610309029771E-8 evalInputDelta=0.1745433434844017 Fitness changed from -0.7753505557775497 to -0.9498938992619514 Iteration 6 complete. Error: -0.9498938992619514 Total: 19.5188; Orientation: 0.5020; Line Search: 13.5556 Adding measurement 6e27a8c4 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.082e+03, gradient 1.521e-04, dot -0.839; [67ba4518-c610-4430-b92a-fdaca925002b = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.9498938992619514, 0.6140206009149551, 1.6283849030733109, 4.0573520809412 LBFGS Accumulation History: 3 points Removed measurement 6e27a8c4 to history. Total: 3 th(0)=-0.9498938992619514;dx=-2.3088828343858267E-8 New Minimum: -0.9498938992619514 > -1.0703079402446747 END: th(5429175.418880348)=-1.0703079402446747; dx=-1.4194991527080988E-8 evalInputDelta=0.12041404098272324 Fitness changed from -0.9498938992619514 to -1.0703079402446747 Iteration 7 complete. Error: -1.0703079402446747 Total: 13.7053; Orientation: 0.4911; Line Search: 8.6926 Adding measurement 75036797 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.091e+03, gradient 1.389e-04, dot -0.737; [67ba4518-c610-4430-b92a-fdaca925002b = 1.000/1.000e+00] Orientation rejected. Popping history element from -1.0703079402446747, 0.6140206009149551, 1.6283849030733109, 4.0573520809412 LBFGS Accumulation History: 3 points Removed measurement 75036797 to history. Total: 3 th(0)=-1.0703079402446747;dx=-1.926172421170696E-8 New Minimum: -1.0703079402446747 > -1.1348960474133492 WOLF (strong): th(1.1696803860704206E7)=-1.1348960474133492; dx=6.934289864048806E-9 evalInputDelta=0.06458810716867447 New Minimum: -1.1348960474133492 > -1.1644974499940872 END: th(5848401.930352103)=-1.1644974499940872; dx=-5.829991227744085E-9 evalInputDelta=0.09418950974941254 Fitness changed from -1.0703079402446747 to -1.1644974499940872 Iteration 8 complete. Error: -1.1644974499940872 Total: 20.2073; Orientation: 0.5027; Line Search: 14.9682 Adding measurement 253cf61d to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.127e+03, gradient 1.537e-04, dot -0.669; [67ba4518-c610-4430-b92a-fdaca925002b = 1.000/1.000e+00] Orientation rejected. Popping history element from -1.1644974499940872, 0.6140206009149551, 1.6283849030733109, 4.0573520809412 LBFGS Accumulation History: 3 points Removed measurement 253cf61d to history. Total: 3 th(0)=-1.1644974499940872;dx=-2.3607507026094336E-8 Armijo: th(1.2600000000000004E7)=-0.7880789786577225; dx=5.3945348590452774E-8 evalInputDelta=-0.37641847133636475 New Minimum: -1.1644974499940872 > -1.1754840910434723 WOLF (strong): th(6300000.000000002)=-1.1754840910434723; dx=1.4095911856221892E-8 evalInputDelta=0.01098664104938507 New Minimum: -1.1754840910434723 > -1.2113217189908028 END: th(2100000.0000000005)=-1.2113217189908028; dx=-1.1122344886149388E-8 evalInputDelta=0.046824268996715546 Fitness changed from -1.1644974499940872 to -1.2113217189908028 Iteration 9 complete. Error: -1.2113217189908028 Total: 22.6595; Orientation: 0.4889; Line Search: 18.0905 Adding measurement 2c670cba to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.712e+03, gradient 1.035e-04, dot -0.795; [67ba4518-c610-4430-b92a-fdaca925002b = 1.000/1.000e+00] Orientation rejected. Popping history element from -1.2113217189908028, 0.6140206009149551, 1.6283849030733109, 4.0573520809412 LBFGS Accumulation History: 3 points Removed measurement 2c670cba to history. Total: 3 th(0)=-1.2113217189908028;dx=-1.067367394288838E-8 New Minimum: -1.2113217189908028 > -1.2677194252610207 WOLFE (weak): th(4524312.849066957)=-1.2677194252610207; dx=-9.649203713590465E-9 evalInputDelta=0.056397706270217896 New Minimum: -1.2677194252610207 > -1.317408137023449 END: th(9048625.698133914)=-1.317408137023449; dx=-8.531287675920989E-9 evalInputDelta=0.10608641803264618 Fitness changed from -1.2113217189908028 to -1.317408137023449 Iteration 10 complete. Error: -1.317408137023449 Total: 20.5351; Orientation: 0.5338; Line Search: 14.3829 Iteration 10 ![Iteration 10](etc/d2853c2e-ec90-4102-ac37-771057c4d789.jpg) Final threshold in iteration 11: -1.317408137023449 (> -Infinity) after 244.740s (< 3600.000s)