Reset training subject: 1059300662467 Reset training subject: 1073310878011 Adding measurement 6a0a4c98 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=9.98335299640894;dx=-3.693086348019462E-7 New Minimum: 9.98335299640894 > 9.98335176706314 WOLFE (weak): th(2.154434690031884)=9.98335176706314; dx=-3.6781280416643474E-7 evalInputDelta=1.2293457984924316E-6 New Minimum: 9.98335176706314 > 9.98334988951683 WOLFE (weak): th(4.308869380063768)=9.98334988951683; dx=-3.6964985371423843E-7 evalInputDelta=3.1068921089172363E-6 New Minimum: 9.98334988951683 > 9.983343720436096 WOLFE (weak): th(12.926608140191302)=9.983343720436096; dx=-3.694855349798888E-7 evalInputDelta=9.275972843170166E-6 New Minimum: 9.983343720436096 > 9.983316376805305 WOLFE (weak): th(51.70643256076521)=9.983316376805305; dx=-3.6650210173832437E-7 evalInputDelta=3.6619603633880615E-5 New Minimum: 9.983316376805305 > 9.983166791498661 WOLFE (weak): th(258.53216280382605)=9.983166791498661; dx=-3.6382253793329936E-7 evalInputDelta=1.862049102783203E-4 New Minimum: 9.983166791498661 > 9.982233971357346 WOLFE (weak): th(1551.1929768229563)=9.982233971357346; dx=-3.672077682953384E-7 evalInputDelta=0.0011190250515937805 New Minimum: 9.982233971357346 > 9.975510574877262 WOLFE (weak): th(10858.350837760694)=9.975510574877262; dx=-3.6402494644065586E-7 evalInputDelta=0.007842421531677246 New Minimum: 9.975510574877262 > 9.920757807791233 WOLFE (weak): th(86866.80670208555)=9.920757807791233; dx=-3.630622189825891E-7 evalInputDelta=0.0625951886177063 New Minimum: 9.920757807791233 > 9.438298918306828 END: th(781801.26031877)=9.438298918306828; dx=-2.997751044368566E-7 evalInputDelta=0.5450540781021118 Fitness changed from 9.98335299640894 to 9.438298918306828 Iteration 1 complete. Error: 9.438298918306828 Total: 180.1935; Orientation: 0.0109; Line Search: 138.2893 Iteration 1 ![Iteration 1](etc/4f73c2a5-1708-4637-95b8-b16929602c70.jpg) Adding measurement 710e7872 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=9.438298918306828;dx=-3.140789648998423E-7 New Minimum: 9.438298918306828 > 8.494192339479923 END: th(1684339.7559414052)=8.494192339479923; dx=-2.28337377212493E-7 evalInputDelta=0.9441065788269043 Fitness changed from 9.438298918306828 to 8.494192339479923 Iteration 2 complete. Error: 8.494192339479923 Total: 41.3071; Orientation: 0.0094; Line Search: 27.2855 Iteration 2 ![Iteration 2](etc/8ef14f05-f8cb-4bbf-857b-d56c800a6c5a.jpg) Adding measurement 68e34106 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=8.494192339479923;dx=-2.579659688694422E-7 New Minimum: 8.494192339479923 > 7.1425876915454865 END: th(3628800.0)=7.1425876915454865; dx=-1.2929109180808153E-7 evalInputDelta=1.3516046479344368 Fitness changed from 8.494192339479923 to 7.1425876915454865 Iteration 3 complete. Error: 7.1425876915454865 Total: 42.3708; Orientation: 0.0099; Line Search: 28.3863 Iteration 3 ![Iteration 3](etc/4896be18-dbe2-4b85-9ce6-3b11d6e652e3.jpg) Adding measurement 32264c6f to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.668e+03, gradient 4.135e-04, dot -0.616; [4951bb9b-1ab4-4bd3-9985-a1e999bf2663 = 1.000/1.000e+00] Orientation rejected. Popping history element from 7.1425876915454865, 8.494192339479923, 9.438298918306828, 9.98335299640894 LBFGS Accumulation History: 3 points Removed measurement 32264c6f to history. Total: 3 th(0)=7.1425876915454865;dx=-1.6724347626228245E-7 New Minimum: 7.1425876915454865 > 5.6021973341703415 END: th(7818012.6031877)=5.6021973341703415; dx=-6.922104296523899E-8 evalInputDelta=1.540390357375145 Fitness changed from 7.1425876915454865 to 5.6021973341703415 Iteration 4 complete. Error: 5.6021973341703415 Total: 41.6580; Orientation: 0.2536; Line Search: 27.0802 Iteration 4 ![Iteration 4](etc/7b583da3-0576-4d99-a017-8209df9e565f.jpg) Adding measurement 3cac6b5b to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.643e+03, gradient 3.451e-04, dot -0.501; [4951bb9b-1ab4-4bd3-9985-a1e999bf2663 = 1.000/1.000e+00] Orientation rejected. Popping history element from 5.6021973341703415, 8.494192339479923, 9.438298918306828, 9.98335299640894 LBFGS Accumulation History: 3 points Removed measurement 3cac6b5b to history. Total: 3 th(0)=5.6021973341703415;dx=-1.1715297918591638E-7 New Minimum: 5.6021973341703415 > 4.241687908768654 END: th(1.684339755941405E7)=4.241687908768654; dx=-2.7820692876502255E-8 evalInputDelta=1.3605094254016876 Fitness changed from 5.6021973341703415 to 4.241687908768654 Iteration 5 complete. Error: 4.241687908768654 Total: 42.5003; Orientation: 0.3288; Line Search: 28.2093 Iteration 5 ![Iteration 5](etc/54cf447d-9a06-4ea9-8c13-28779d114f45.jpg) Adding measurement 5e2b0b60 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.158e+03, gradient 3.109e-04, dot -0.330; [4951bb9b-1ab4-4bd3-9985-a1e999bf2663 = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.241687908768654, 8.494192339479923, 9.438298918306828, 9.98335299640894 LBFGS Accumulation History: 3 points Removed measurement 5e2b0b60 to history. Total: 3 th(0)=4.241687908768654;dx=-9.473214686852392E-8 Armijo: th(3.6288E7)=4.618977427482605; dx=3.432169463449611E-9 evalInputDelta=-0.3772895187139511 New Minimum: 4.241687908768654 > 3.5619398653507233 END: th(1.8144E7)=3.5619398653507233; dx=-1.57155361418665E-8 evalInputDelta=0.6797480434179306 Fitness changed from 4.241687908768654 to 3.5619398653507233 Iteration 6 complete. Error: 3.5619398653507233 Total: 55.9037; Orientation: 0.2495; Line Search: 41.7661 Adding measurement 1a888d46 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.276e+03, gradient 2.856e-04, dot -0.274; [4951bb9b-1ab4-4bd3-9985-a1e999bf2663 = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.5619398653507233, 8.494192339479923, 9.438298918306828, 9.98335299640894 LBFGS Accumulation History: 3 points Removed measurement 1a888d46 to history. Total: 3 th(0)=3.5619398653507233;dx=-7.660443057787567E-8 Armijo: th(3.90900630159385E7)=3.9217515140771866; dx=8.281852165998366E-9 evalInputDelta=-0.3598116487264633 New Minimum: 3.5619398653507233 > 2.7566974610090256 END: th(1.954503150796925E7)=2.7566974610090256; dx=-8.236130168654084E-9 evalInputDelta=0.8052424043416977 Fitness changed from 3.5619398653507233 to 2.7566974610090256 Iteration 7 complete. Error: 2.7566974610090256 Total: 56.2085; Orientation: 0.2507; Line Search: 42.3120 Adding measurement 6c592db3 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.327e+03, gradient 2.591e-04, dot -0.234; [4951bb9b-1ab4-4bd3-9985-a1e999bf2663 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.7566974610090256, 8.494192339479923, 9.438298918306828, 9.98335299640894 LBFGS Accumulation History: 3 points Removed measurement 6c592db3 to history. Total: 3 th(0)=2.7566974610090256;dx=-6.557763009342424E-8 Armijo: th(4.210849389853513E7)=3.8353753685951233; dx=1.0784640979422028E-8 evalInputDelta=-1.0786779075860977 New Minimum: 2.7566974610090256 > 2.530765265226364 END: th(2.1054246949267566E7)=2.530765265226364; dx=-5.183442655064043E-9 evalInputDelta=0.22593219578266144 Fitness changed from 2.7566974610090256 to 2.530765265226364 Iteration 8 complete. Error: 2.530765265226364 Total: 55.1373; Orientation: 0.2490; Line Search: 41.4540 Adding measurement 7135ba13 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.806e+03, gradient 2.784e-04, dot -0.189; [4951bb9b-1ab4-4bd3-9985-a1e999bf2663 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.530765265226364, 8.494192339479923, 9.438298918306828, 9.98335299640894 LBFGS Accumulation History: 3 points Removed measurement 7135ba13 to history. Total: 3 th(0)=2.530765265226364;dx=-7.58203060988655E-8 Armijo: th(4.536000000000001E7)=4.94058595597744; dx=1.6306217813684724E-8 evalInputDelta=-2.4098206907510757 Armijo: th(2.2680000000000004E7)=2.7292740046977997; dx=1.3696103051387498E-9 evalInputDelta=-0.19850873947143555 New Minimum: 2.530765265226364 > 2.2086747139692307 END: th(7560000.000000001)=2.2086747139692307; dx=-2.931715960124598E-8 evalInputDelta=0.3220905512571335 Fitness changed from 2.530765265226364 to 2.2086747139692307 Iteration 9 complete. Error: 2.2086747139692307 Total: 68.9664; Orientation: 0.2518; Line Search: 55.1301 Adding measurement e478954 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.113e+03, gradient 2.059e-04, dot -0.233; [4951bb9b-1ab4-4bd3-9985-a1e999bf2663 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.2086747139692307, 8.494192339479923, 9.438298918306828, 9.98335299640894 LBFGS Accumulation History: 3 points Removed measurement e478954 to history. Total: 3 th(0)=2.2086747139692307;dx=-4.0830089199562995E-8 New Minimum: 2.2086747139692307 > 1.918207049369812 END: th(1.6287526256641043E7)=1.918207049369812; dx=-1.5122696467802888E-8 evalInputDelta=0.29046766459941864 Fitness changed from 2.2086747139692307 to 1.918207049369812 Iteration 10 complete. Error: 1.918207049369812 Total: 42.8158; Orientation: 0.2436; Line Search: 28.8387 Iteration 10 ![Iteration 10](etc/70cec45a-3427-4d22-bd1a-2cbcd660faf0.jpg) Final threshold in iteration 11: 1.918207049369812 (> -Infinity) after 627.188s (< 1800.000s)