Reset training subject: 1752418255140 Reset training subject: 1753989028175 Adding measurement 25e793d5 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=33.2712728055194;dx=-0.005312177114245396 New Minimum: 33.2712728055194 > 33.25983356870711 WOLFE (weak): th(2.154434690031884)=33.25983356870711; dx=-0.005307251671393767 evalInputDelta=0.01143923681229353 New Minimum: 33.25983356870711 > 33.248404772020876 WOLFE (weak): th(4.308869380063768)=33.248404772020876; dx=-0.005297803761736268 evalInputDelta=0.02286803349852562 New Minimum: 33.248404772020876 > 33.20558723574504 WOLFE (weak): th(12.926608140191302)=33.20558723574504; dx=-0.005277824090990068 evalInputDelta=0.06568556977435946 New Minimum: 33.20558723574504 > 33.002234457526356 WOLFE (weak): th(51.70643256076521)=33.002234457526356; dx=-0.005968977137818783 evalInputDelta=0.26903834799304605 New Minimum: 33.002234457526356 > 31.942718617618084 END: th(258.53216280382605)=31.942718617618084; dx=-0.004700596433967299 evalInputDelta=1.328554187901318 Fitness changed from 33.2712728055194 to 31.942718617618084 Iteration 1 complete. Error: 31.942718617618084 Total: 11.9633; Orientation: 0.0415; Line Search: 7.7855 Iteration 1 ![Iteration 1](etc/5a9d02dc-c74d-4c36-b632-71d3c0627d06.jpg) Adding measurement d5443f0 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=31.942718617618084;dx=-0.004368730901273142 New Minimum: 31.942718617618084 > 29.81166112329811 END: th(556.9906600335335)=29.81166112329811; dx=-0.003322447731838104 evalInputDelta=2.1310574943199754 Fitness changed from 31.942718617618084 to 29.81166112329811 Iteration 2 complete. Error: 29.81166112329811 Total: 3.9513; Orientation: 0.0047; Line Search: 2.6378 Iteration 2 ![Iteration 2](etc/92721e2d-77f3-4c7d-903f-f1cbdb1bbcb2.jpg) Adding measurement 38208999 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=29.81166112329811;dx=-0.0027330729960624634 New Minimum: 29.81166112329811 > 27.1289358176291 END: th(1200.0)=27.1289358176291; dx=-0.0018734766143598993 evalInputDelta=2.6827253056690097 Fitness changed from 29.81166112329811 to 27.1289358176291 Iteration 3 complete. Error: 27.1289358176291 Total: 6.0888; Orientation: 0.0048; Line Search: 4.6746 Iteration 3 ![Iteration 3](etc/d345dd88-9781-4a49-bce3-26a611650802.jpg) Adding measurement 390c64e0 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.674e+02, gradient 3.858e-02, dot -0.935; [467a832c-4fad-478d-8e46-f1d34df95338 = 1.000/1.000e+00] Orientation rejected. Popping history element from 27.1289358176291, 29.81166112329811, 31.942718617618084, 33.2712728055194 LBFGS Accumulation History: 3 points Removed measurement 390c64e0 to history. Total: 3 th(0)=27.1289358176291;dx=-0.001488290185226579 New Minimum: 27.1289358176291 > 24.321935871616006 END: th(2585.3216280382608)=24.321935871616006; dx=-8.200956513060742E-4 evalInputDelta=2.806999946013093 Fitness changed from 27.1289358176291 to 24.321935871616006 Iteration 4 complete. Error: 24.321935871616006 Total: 3.8653; Orientation: 0.1004; Line Search: 2.4887 Iteration 4 ![Iteration 4](etc/34d5f4e6-d995-480a-a1e2-d0a58cb1bd29.jpg) Adding measurement 5b39c3e1 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.004e+02, gradient 2.406e-02, dot -0.883; [467a832c-4fad-478d-8e46-f1d34df95338 = 1.000/1.000e+00] Orientation rejected. Popping history element from 24.321935871616006, 29.81166112329811, 31.942718617618084, 33.2712728055194 LBFGS Accumulation History: 3 points Removed measurement 5b39c3e1 to history. Total: 3 th(0)=24.321935871616006;dx=-5.786986623488523E-4 New Minimum: 24.321935871616006 > 21.830151056870818 END: th(5569.9066003353355)=21.830151056870818; dx=-3.315475844614866E-4 evalInputDelta=2.4917848147451878 Fitness changed from 24.321935871616006 to 21.830151056870818 Iteration 5 complete. Error: 21.830151056870818 Total: 3.9700; Orientation: 0.1382; Line Search: 2.5776 Iteration 5 ![Iteration 5](etc/cc719bc3-90a0-4f01-9725-9199b464079e.jpg) Adding measurement 19ae7a17 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 7.286e+01, gradient 1.580e-02, dot -0.856; [467a832c-4fad-478d-8e46-f1d34df95338 = 1.000/1.000e+00] Orientation rejected. Popping history element from 21.830151056870818, 29.81166112329811, 31.942718617618084, 33.2712728055194 LBFGS Accumulation History: 3 points Removed measurement 19ae7a17 to history. Total: 3 th(0)=21.830151056870818;dx=-2.4978325512729527E-4 New Minimum: 21.830151056870818 > 19.584835210815072 END: th(12000.000000000002)=19.584835210815072; dx=-1.3212443073224066E-4 evalInputDelta=2.245315846055746 Fitness changed from 21.830151056870818 to 19.584835210815072 Iteration 6 complete. Error: 19.584835210815072 Total: 3.8789; Orientation: 0.0820; Line Search: 2.5647 Adding measurement 7f288885 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.388e+01, gradient 1.062e-02, dot -0.796; [467a832c-4fad-478d-8e46-f1d34df95338 = 1.000/1.000e+00] Orientation rejected. Popping history element from 19.584835210815072, 29.81166112329811, 31.942718617618084, 33.2712728055194 LBFGS Accumulation History: 3 points Removed measurement 7f288885 to history. Total: 3 th(0)=19.584835210815072;dx=-1.128612666257833E-4 New Minimum: 19.584835210815072 > 17.632667819038033 END: th(25853.21628038261)=17.632667819038033; dx=-4.954774183852073E-5 evalInputDelta=1.9521673917770386 Fitness changed from 19.584835210815072 to 17.632667819038033 Iteration 7 complete. Error: 17.632667819038033 Total: 3.9594; Orientation: 0.0794; Line Search: 2.6236 Adding measurement 639fcec0 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.243e+01, gradient 8.123e-03, dot -0.639; [467a832c-4fad-478d-8e46-f1d34df95338 = 1.000/1.000e+00] Orientation rejected. Popping history element from 17.632667819038033, 29.81166112329811, 31.942718617618084, 33.2712728055194 LBFGS Accumulation History: 3 points Removed measurement 639fcec0 to history. Total: 3 th(0)=17.632667819038033;dx=-6.597982486105323E-5 New Minimum: 17.632667819038033 > 15.856020905077457 END: th(55699.066003353364)=15.856020905077457; dx=-1.9378855659891804E-5 evalInputDelta=1.776646913960576 Fitness changed from 17.632667819038033 to 15.856020905077457 Iteration 8 complete. Error: 15.856020905077457 Total: 3.8960; Orientation: 0.0997; Line Search: 2.5238 Adding measurement 489dfc22 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.172e+01, gradient 7.223e-03, dot -0.511; [467a832c-4fad-478d-8e46-f1d34df95338 = 1.000/1.000e+00] Orientation rejected. Popping history element from 15.856020905077457, 29.81166112329811, 31.942718617618084, 33.2712728055194 LBFGS Accumulation History: 3 points Removed measurement 489dfc22 to history. Total: 3 th(0)=15.856020905077457;dx=-5.2167064948537946E-5 New Minimum: 15.856020905077457 > 14.006870182231069 END: th(120000.00000000004)=14.006870182231069; dx=-6.623555626395012E-6 evalInputDelta=1.8491507228463888 Fitness changed from 15.856020905077457 to 14.006870182231069 Iteration 9 complete. Error: 14.006870182231069 Total: 5.1470; Orientation: 0.0875; Line Search: 3.7756 Adding measurement 70791c0f to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.152e+02, gradient 6.607e-03, dot -0.396; [467a832c-4fad-478d-8e46-f1d34df95338 = 1.000/1.000e+00] Orientation rejected. Popping history element from 14.006870182231069, 29.81166112329811, 31.942718617618084, 33.2712728055194 LBFGS Accumulation History: 3 points Removed measurement 70791c0f to history. Total: 3 th(0)=14.006870182231069;dx=-4.365741815064561E-5 New Minimum: 14.006870182231069 > 11.356793336570263 END: th(258532.16280382616)=11.356793336570263; dx=-2.787595243746934E-6 evalInputDelta=2.6500768456608057 Fitness changed from 14.006870182231069 to 11.356793336570263 Iteration 10 complete. Error: 11.356793336570263 Total: 3.8397; Orientation: 0.0785; Line Search: 2.5410 Iteration 10 ![Iteration 10](etc/ec3b2ad0-4ab5-4a2e-9102-74a88310f8e7.jpg) Final threshold in iteration 11: 11.356793336570263 (> -Infinity) after 50.575s (< 3600.000s)