Reset training subject: 2184423849188 Reset training subject: 2204697223707 Adding measurement 534a8e2a to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=9.587966315448284;dx=-1.8308575602473425E-7 New Minimum: 9.587966315448284 > 9.587966196238995 WOLFE (weak): th(2.154434690031884)=9.587966196238995; dx=-1.8248141366609635E-7 evalInputDelta=1.1920928955078125E-7 New Minimum: 9.587966196238995 > 9.587965615093708 WOLFE (weak): th(4.308869380063768)=9.587965615093708; dx=-1.8249702956956303E-7 evalInputDelta=7.003545761108398E-7 New Minimum: 9.587965615093708 > 9.587962970137596 WOLFE (weak): th(12.926608140191302)=9.587962970137596; dx=-1.8250118674687401E-7 evalInputDelta=3.345310688018799E-6 New Minimum: 9.587962970137596 > 9.587952516973019 WOLFE (weak): th(51.70643256076521)=9.587952516973019; dx=-1.8249878217751243E-7 evalInputDelta=1.379847526550293E-5 New Minimum: 9.587952516973019 > 9.587897427380085 WOLFE (weak): th(258.53216280382605)=9.587897427380085; dx=-1.824967474155524E-7 evalInputDelta=6.888806819915771E-5 New Minimum: 9.587897427380085 > 9.587553054094315 WOLFE (weak): th(1551.1929768229563)=9.587553054094315; dx=-1.8250011232683887E-7 evalInputDelta=4.13261353969574E-4 New Minimum: 9.587553054094315 > 9.585072956979275 WOLFE (weak): th(10858.350837760694)=9.585072956979275; dx=-1.8237993654202697E-7 evalInputDelta=0.0028933584690093994 New Minimum: 9.585072956979275 > 9.564856752753258 WOLFE (weak): th(86866.80670208555)=9.564856752753258; dx=-1.8170306876858772E-7 evalInputDelta=0.023109562695026398 New Minimum: 9.564856752753258 > 9.383536152541637 WOLFE (weak): th(781801.26031877)=9.383536152541637; dx=-1.7458420787527825E-7 evalInputDelta=0.20443016290664673 New Minimum: 9.383536152541637 > 8.077377259731293 END: th(7818012.6031877)=8.077377259731293; dx=-8.442934198518605E-8 evalInputDelta=1.5105890557169914 Fitness changed from 9.587966315448284 to 8.077377259731293 Iteration 1 complete. Error: 8.077377259731293 Total: 280.6562; Orientation: 0.0814; Line Search: 223.2264 Iteration 1 ![Iteration 1](etc/25c0eac1-72b4-4d9f-96a9-0789a8757f31.jpg) Adding measurement 6bbae335 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=8.077377259731293;dx=-1.1772534506406053E-7 New Minimum: 8.077377259731293 > 6.413524627685547 END: th(1.684339755941405E7)=6.413524627685547; dx=-4.069699230732995E-8 evalInputDelta=1.6638526320457458 Fitness changed from 8.077377259731293 to 6.413524627685547 Iteration 2 complete. Error: 6.413524627685547 Total: 61.4249; Orientation: 0.0798; Line Search: 39.6093 Iteration 2 ![Iteration 2](etc/fec4431d-03b5-4342-91e8-bba4e4ef914d.jpg) Adding measurement 2936dd49 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=6.413524627685547;dx=-8.710600599066242E-8 New Minimum: 6.413524627685547 > 4.487705007195473 END: th(3.6288E7)=4.487705007195473; dx=-1.4525129608622866E-8 evalInputDelta=1.9258196204900742 Fitness changed from 6.413524627685547 to 4.487705007195473 Iteration 3 complete. Error: 4.487705007195473 Total: 62.3110; Orientation: 0.0805; Line Search: 41.7753 Iteration 3 ![Iteration 3](etc/bd4f7c27-2b78-4003-9fa5-70225cde0e80.jpg) Adding measurement 429a49a8 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.543e+04, gradient 2.600e-04, dot -0.487; [b871c19d-f479-4dbf-be76-7c41b26f8c70 = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.487705007195473, 6.413524627685547, 8.077377259731293, 9.587966315448284 LBFGS Accumulation History: 3 points Removed measurement 429a49a8 to history. Total: 3 th(0)=4.487705007195473;dx=-6.759704291347572E-8 New Minimum: 4.487705007195473 > 3.1349569261074066 WOLF (strong): th(7.8180126031877E7)=3.1349569261074066; dx=5.763860859185821E-9 evalInputDelta=1.352748081088066 New Minimum: 3.1349569261074066 > 2.884878158569336 END: th(3.90900630159385E7)=2.884878158569336; dx=-4.07935681529872E-9 evalInputDelta=1.6028268486261368 Fitness changed from 4.487705007195473 to 2.884878158569336 Iteration 4 complete. Error: 2.884878158569336 Total: 80.9266; Orientation: 1.9868; Line Search: 59.3713 Iteration 4 ![Iteration 4](etc/065c81e0-6572-4b42-a012-eb43224e0280.jpg) Adding measurement 224ee402 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.200e+04, gradient 2.095e-04, dot -0.425; [b871c19d-f479-4dbf-be76-7c41b26f8c70 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.884878158569336, 6.413524627685547, 8.077377259731293, 9.587966315448284 LBFGS Accumulation History: 3 points Removed measurement 224ee402 to history. Total: 3 th(0)=2.884878158569336;dx=-4.440718533146222E-8 New Minimum: 2.884878158569336 > 2.0430919229984283 WOLF (strong): th(8.421698779707026E7)=2.0430919229984283; dx=7.730370778969905E-9 evalInputDelta=0.8417862355709076 New Minimum: 2.0430919229984283 > 1.6803055256605148 END: th(4.210849389853513E7)=1.6803055256605148; dx=-2.907468157948E-9 evalInputDelta=1.204572632908821 Fitness changed from 2.884878158569336 to 1.6803055256605148 Iteration 5 complete. Error: 1.6803055256605148 Total: 83.6032; Orientation: 1.9704; Line Search: 60.2467 Iteration 5 ![Iteration 5](etc/b5bbf616-5f26-4aa9-a435-3d9f2fe0bf48.jpg) Adding measurement 184fe255 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.156e+04, gradient 1.599e-04, dot -0.428; [b871c19d-f479-4dbf-be76-7c41b26f8c70 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.6803055256605148, 6.413524627685547, 8.077377259731293, 9.587966315448284 LBFGS Accumulation History: 3 points Removed measurement 184fe255 to history. Total: 3 th(0)=1.6803055256605148;dx=-2.55491658961664E-8 New Minimum: 1.6803055256605148 > 1.1436966359615326 WOLF (strong): th(9.072000000000001E7)=1.1436966359615326; dx=5.564225034708196E-9 evalInputDelta=0.5366088896989822 New Minimum: 1.1436966359615326 > 0.8778076171875 END: th(4.536000000000001E7)=0.8778076171875; dx=-2.684462088988231E-9 evalInputDelta=0.8024979084730148 Fitness changed from 1.6803055256605148 to 0.8778076171875 Iteration 6 complete. Error: 0.8778076171875 Total: 80.7873; Orientation: 1.8742; Line Search: 58.5045 Adding measurement 6dc52d94 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.010e+04, gradient 1.273e-04, dot -0.427; [b871c19d-f479-4dbf-be76-7c41b26f8c70 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.8778076171875, 6.413524627685547, 8.077377259731293, 9.587966315448284 LBFGS Accumulation History: 3 points Removed measurement 6dc52d94 to history. Total: 3 th(0)=0.8778076171875;dx=-1.6198571461062745E-8 New Minimum: 0.8778076171875 > 0.6630407273769379 WOLF (strong): th(9.772515753984627E7)=0.6630407273769379; dx=4.895485579699171E-9 evalInputDelta=0.21476688981056213 New Minimum: 0.6630407273769379 > 0.361929327249527 END: th(4.8862578769923136E7)=0.361929327249527; dx=-9.48441686671949E-10 evalInputDelta=0.515878289937973 Fitness changed from 0.8778076171875 to 0.361929327249527 Iteration 7 complete. Error: 0.361929327249527 Total: 81.8126; Orientation: 2.8306; Line Search: 57.9138 Adding measurement 5ea28d5c to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.608e+03, gradient 1.148e-04, dot -0.408; [b871c19d-f479-4dbf-be76-7c41b26f8c70 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.361929327249527, 6.413524627685547, 8.077377259731293, 9.587966315448284 LBFGS Accumulation History: 3 points Removed measurement 5ea28d5c to history. Total: 3 th(0)=0.361929327249527;dx=-1.2882963879475538E-8 Armijo: th(1.0527123474633786E8)=0.47585922479629517; dx=5.025857407868295E-9 evalInputDelta=-0.11392989754676819 New Minimum: 0.361929327249527 > 0.04228776693344116 WOLF (strong): th(5.263561737316893E7)=0.04228776693344116; dx=1.761804938599022E-9 evalInputDelta=0.3196415603160858 END: th(1.754520579105631E7)=0.1155833750963211; dx=-6.951252410607964E-9 evalInputDelta=0.24634595215320587 Fitness changed from 0.361929327249527 to 0.04228776693344116 Iteration 8 complete. Error: 0.04228776693344116 Total: 102.5845; Orientation: 1.8849; Line Search: 79.1898 Adding measurement 31dda171 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.759e+03, gradient 1.160e-04, dot -0.361; [b871c19d-f479-4dbf-be76-7c41b26f8c70 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.04228776693344116, 6.413524627685547, 8.077377259731293, 9.587966315448284 LBFGS Accumulation History: 3 points Removed measurement 31dda171 to history. Total: 3 th(0)=0.04228776693344116;dx=-1.3202577832792093E-8 New Minimum: 0.04228776693344116 > -0.24957729876041412 END: th(3.7800000000000015E7)=-0.24957729876041412; dx=-4.096579371894156E-11 evalInputDelta=0.2918650656938553 Fitness changed from 0.04228776693344116 to -0.24957729876041412 Iteration 9 complete. Error: -0.24957729876041412 Total: 61.0730; Orientation: 1.9029; Line Search: 40.3128 Adding measurement 28bdf4c1 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 7.428e+03, gradient 8.441e-05, dot -0.394; [b871c19d-f479-4dbf-be76-7c41b26f8c70 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.24957729876041412, 6.413524627685547, 8.077377259731293, 9.587966315448284 LBFGS Accumulation History: 3 points Removed measurement 28bdf4c1 to history. Total: 3 th(0)=-0.24957729876041412;dx=-7.123939554107332E-9 New Minimum: -0.24957729876041412 > -0.30666080117225647 WOLF (strong): th(8.143763128320524E7)=-0.30666080117225647; dx=2.8693876515763997E-9 evalInputDelta=0.057083502411842346 New Minimum: -0.30666080117225647 > -0.4472897797822952 END: th(4.071881564160262E7)=-0.4472897797822952; dx=-1.1897676376889458E-9 evalInputDelta=0.1977124810218811 Fitness changed from -0.24957729876041412 to -0.4472897797822952 Iteration 10 complete. Error: -0.4472897797822952 Total: 85.3403; Orientation: 1.8814; Line Search: 62.6338 Iteration 10 ![Iteration 10](etc/8b99a4eb-73e7-4a0b-b5f3-aea2099a8b90.jpg) Final threshold in iteration 11: -0.4472897797822952 (> -Infinity) after 981.450s (< 3600.000s)