Reset training subject: 1678092643111 Reset training subject: 1679412376537 Adding measurement e0515a8 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=5.704251766204834;dx=-1.729320265707092E-6 New Minimum: 5.704251766204834 > 5.704247251152992 WOLFE (weak): th(2.154434690031884)=5.704247251152992; dx=-1.7343676703426078E-6 evalInputDelta=4.51505184173584E-6 New Minimum: 5.704247251152992 > 5.704242214560509 WOLFE (weak): th(4.308869380063768)=5.704242214560509; dx=-1.7346215516342799E-6 evalInputDelta=9.551644325256348E-6 New Minimum: 5.704242214560509 > 5.7042232900857925 WOLFE (weak): th(12.926608140191302)=5.7042232900857925; dx=-1.7333082858794718E-6 evalInputDelta=2.847611904144287E-5 New Minimum: 5.7042232900857925 > 5.704138368368149 WOLFE (weak): th(51.70643256076521)=5.704138368368149; dx=-1.7342527310783948E-6 evalInputDelta=1.1339783668518066E-4 New Minimum: 5.704138368368149 > 5.703684061765671 WOLFE (weak): th(258.53216280382605)=5.703684061765671; dx=-1.7257150104559454E-6 evalInputDelta=5.67704439163208E-4 New Minimum: 5.703684061765671 > 5.7008462101221085 WOLFE (weak): th(1551.1929768229563)=5.7008462101221085; dx=-1.7328627525091406E-6 evalInputDelta=0.003405556082725525 New Minimum: 5.7008462101221085 > 5.680471450090408 WOLFE (weak): th(10858.350837760694)=5.680471450090408; dx=-1.7282831554459974E-6 evalInputDelta=0.02378031611442566 New Minimum: 5.680471450090408 > 5.517194166779518 WOLFE (weak): th(86866.80670208555)=5.517194166779518; dx=-1.681471879399186E-6 evalInputDelta=0.18705759942531586 New Minimum: 5.517194166779518 > 4.290366992354393 END: th(781801.26031877)=4.290366992354393; dx=-1.1741866464165896E-6 evalInputDelta=1.413884773850441 Fitness changed from 5.704251766204834 to 4.290366992354393 Iteration 1 complete. Error: 4.290366992354393 Total: 18.0435; Orientation: 0.0532; Line Search: 14.0460 Iteration 1 ![Iteration 1](etc/944854cc-d2ea-418e-83f8-ed6cf9210521.jpg) Adding measurement 3a75ddde to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=4.290366992354393;dx=-9.814353459975556E-7 New Minimum: 4.290366992354393 > 2.906501889228821 END: th(1684339.7559414052)=2.906501889228821; dx=-4.6890375895313457E-7 evalInputDelta=1.3838651031255722 Fitness changed from 4.290366992354393 to 2.906501889228821 Iteration 2 complete. Error: 2.906501889228821 Total: 3.8912; Orientation: 0.0043; Line Search: 2.6252 Iteration 2 ![Iteration 2](etc/c595b155-9b07-4902-a678-36b1fd4865ef.jpg) Adding measurement 677032c2 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=2.906501889228821;dx=-3.956650653574239E-7 New Minimum: 2.906501889228821 > 1.9704237878322601 END: th(3628800.0)=1.9704237878322601; dx=-1.532705546011007E-7 evalInputDelta=0.9360781013965607 Fitness changed from 2.906501889228821 to 1.9704237878322601 Iteration 3 complete. Error: 1.9704237878322601 Total: 3.8493; Orientation: 0.0034; Line Search: 2.6526 Iteration 3 ![Iteration 3](etc/fa405ac0-3cb9-4e50-bacc-49d7fc295f10.jpg) Adding measurement 4352f215 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.475e+03, gradient 4.587e-04, dot -0.743; [537de387-e0bf-4421-a150-999beeee6863 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.9704237878322601, 2.906501889228821, 4.290366992354393, 5.704251766204834 LBFGS Accumulation History: 3 points Removed measurement 4352f215 to history. Total: 3 th(0)=1.9704237878322601;dx=-2.082782549204549E-7 New Minimum: 1.9704237878322601 > 1.1790967285633087 END: th(7818012.6031877)=1.1790967285633087; dx=-5.574199906891377E-8 evalInputDelta=0.7913270592689514 Fitness changed from 1.9704237878322601 to 1.1790967285633087 Iteration 4 complete. Error: 1.1790967285633087 Total: 4.2423; Orientation: 0.0660; Line Search: 2.7755 Iteration 4 ![Iteration 4](etc/d9c01790-c124-44c2-a9e3-042e4ae17663.jpg) Adding measurement 4723ab6c to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.616e+03, gradient 4.247e-04, dot -0.552; [537de387-e0bf-4421-a150-999beeee6863 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.1790967285633087, 2.906501889228821, 4.290366992354393, 5.704251766204834 LBFGS Accumulation History: 3 points Removed measurement 4723ab6c to history. Total: 3 th(0)=1.1790967285633087;dx=-1.796926626321083E-7 Armijo: th(1.684339755941405E7)=1.241788074374199; dx=2.749543625668529E-8 evalInputDelta=-0.0626913458108902 New Minimum: 1.1790967285633087 > 0.7153605669736862 END: th(8421698.779707026)=0.7153605669736862; dx=-1.0741847586192619E-8 evalInputDelta=0.4637361615896225 Fitness changed from 1.1790967285633087 to 0.7153605669736862 Iteration 5 complete. Error: 0.7153605669736862 Total: 5.5369; Orientation: 0.1608; Line Search: 4.0994 Iteration 5 ![Iteration 5](etc/6b194491-69eb-4286-b091-540d716dc238.jpg) Adding measurement 7ddf8d1a to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.171e+03, gradient 4.124e-04, dot -0.486; [537de387-e0bf-4421-a150-999beeee6863 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.7153605669736862, 2.906501889228821, 4.290366992354393, 5.704251766204834 LBFGS Accumulation History: 3 points Removed measurement 7ddf8d1a to history. Total: 3 th(0)=0.7153605669736862;dx=-1.6876898815937748E-7 Armijo: th(1.8144E7)=1.4457368552684784; dx=6.912234923930811E-8 evalInputDelta=-0.7303762882947922 New Minimum: 0.7153605669736862 > 0.3512237221002579 WOLF (strong): th(9072000.0)=0.3512237221002579; dx=2.55128630806894E-8 evalInputDelta=0.36413684487342834 New Minimum: 0.3512237221002579 > 0.3233520835638046 END: th(3024000.0)=0.3233520835638046; dx=-7.480045724002309E-8 evalInputDelta=0.3920084834098816 Fitness changed from 0.7153605669736862 to 0.3233520835638046 Iteration 6 complete. Error: 0.3233520835638046 Total: 6.6949; Orientation: 0.1186; Line Search: 5.2612 Adding measurement 1bf314b4 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.142e+03, gradient 2.935e-04, dot -0.575; [537de387-e0bf-4421-a150-999beeee6863 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.3233520835638046, 2.906501889228821, 4.290366992354393, 5.704251766204834 LBFGS Accumulation History: 3 points Removed measurement 1bf314b4 to history. Total: 3 th(0)=0.3233520835638046;dx=-8.56480704401948E-8 New Minimum: 0.3233520835638046 > -0.024648159742355347 END: th(6515010.502656417)=-0.024648159742355347; dx=-3.559378412956335E-8 evalInputDelta=0.34800024330616 Fitness changed from 0.3233520835638046 to -0.024648159742355347 Iteration 7 complete. Error: -0.024648159742355347 Total: 5.6901; Orientation: 0.1841; Line Search: 2.7100 Adding measurement 78b75d52 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.672e+03, gradient 2.948e-04, dot -0.532; [537de387-e0bf-4421-a150-999beeee6863 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.024648159742355347, 2.906501889228821, 4.290366992354393, 5.704251766204834 LBFGS Accumulation History: 3 points Removed measurement 78b75d52 to history. Total: 3 th(0)=-0.024648159742355347;dx=-8.63665440390987E-8 Armijo: th(1.4036164632845046E7)=0.2464541494846344; dx=4.185150460012126E-8 evalInputDelta=-0.27110230922698975 New Minimum: -0.024648159742355347 > -0.166641965508461 WOLF (strong): th(7018082.316422523)=-0.166641965508461; dx=1.0637105001948429E-8 evalInputDelta=0.14199380576610565 New Minimum: -0.166641965508461 > -0.16967825591564178 END: th(2339360.772140841)=-0.16967825591564178; dx=-4.275292518419571E-8 evalInputDelta=0.14503009617328644 Fitness changed from -0.024648159742355347 to -0.16967825591564178 Iteration 8 complete. Error: -0.16967825591564178 Total: 6.8864; Orientation: 0.1201; Line Search: 5.4410 Adding measurement 70ccbb36 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.855e+03, gradient 2.302e-04, dot -0.626; [537de387-e0bf-4421-a150-999beeee6863 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.16967825591564178, 2.906501889228821, 4.290366992354393, 5.704251766204834 LBFGS Accumulation History: 3 points Removed measurement 70ccbb36 to history. Total: 3 th(0)=-0.16967825591564178;dx=-5.250867221559802E-8 New Minimum: -0.16967825591564178 > -0.34489306807518005 END: th(5040000.000000001)=-0.34489306807518005; dx=-3.09500803644139E-8 evalInputDelta=0.17521481215953827 Fitness changed from -0.16967825591564178 to -0.34489306807518005 Iteration 9 complete. Error: -0.34489306807518005 Total: 3.8723; Orientation: 0.0674; Line Search: 2.4972 Adding measurement 5a96c910 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.960e+03, gradient 2.418e-04, dot -0.563; [537de387-e0bf-4421-a150-999beeee6863 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.34489306807518005, 2.906501889228821, 4.290366992354393, 5.704251766204834 LBFGS Accumulation History: 3 points Removed measurement 5a96c910 to history. Total: 3 th(0)=-0.34489306807518005;dx=-5.811994266093774E-8 New Minimum: -0.34489306807518005 > -0.36602596938610077 WOLF (strong): th(1.0858350837760696E7)=-0.36602596938610077; dx=1.7941659000338145E-8 evalInputDelta=0.021132901310920715 New Minimum: -0.36602596938610077 > -0.476232185959816 END: th(5429175.418880348)=-0.476232185959816; dx=-7.610884487665302E-9 evalInputDelta=0.13133911788463593 Fitness changed from -0.34489306807518005 to -0.476232185959816 Iteration 10 complete. Error: -0.476232185959816 Total: 5.2064; Orientation: 0.1662; Line Search: 3.8955 Iteration 10 ![Iteration 10](etc/4e1a7712-9d43-48f4-bb38-f8c5750ed36b.jpg) Final threshold in iteration 11: -0.476232185959816 (> -Infinity) after 63.929s (< 3600.000s)