Reset training subject: 606959761432300 Reset training subject: 606966330265000 Adding measurement 26d6daec to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=25.636927103623748;dx=-1.2711977991360348E-5 New Minimum: 25.636927103623748 > 25.636886885389686 WOLFE (weak): th(2.154434690031884)=25.636886885389686; dx=-1.270888015522521E-5 evalInputDelta=4.0218234062194824E-5 New Minimum: 25.636886885389686 > 25.63684642314911 WOLFE (weak): th(4.308869380063768)=25.63684642314911; dx=-1.2711236380041962E-5 evalInputDelta=8.06804746389389E-5 New Minimum: 25.63684642314911 > 25.636685342527926 WOLFE (weak): th(12.926608140191302)=25.636685342527926; dx=-1.270435337276518E-5 evalInputDelta=2.4176109582185745E-4 New Minimum: 25.636685342527926 > 25.635956688784063 WOLFE (weak): th(51.70643256076521)=25.635956688784063; dx=-1.2715122675437277E-5 evalInputDelta=9.704148396849632E-4 New Minimum: 25.635956688784063 > 25.632062446326017 WOLFE (weak): th(258.53216280382605)=25.632062446326017; dx=-1.2765650248321541E-5 evalInputDelta=0.004864657297730446 New Minimum: 25.632062446326017 > 25.607412428595126 WOLFE (weak): th(1551.1929768229563)=25.607412428595126; dx=-1.3034836592408465E-5 evalInputDelta=0.02951467502862215 New Minimum: 25.607412428595126 > 25.421220024116337 WOLFE (weak): th(10858.350837760694)=25.421220024116337; dx=-1.3818346373758365E-5 evalInputDelta=0.21570707950741053 New Minimum: 25.421220024116337 > 24.008357416838408 END: th(86866.80670208555)=24.008357416838408; dx=-1.0149274651655142E-5 evalInputDelta=1.6285696867853403 Fitness changed from 25.636927103623748 to 24.008357416838408 Iteration 1 complete. Error: 24.008357416838408 Total: 70.4583; Orientation: 0.0387; Line Search: 51.6964 Iteration 1 ![Iteration 1](etc/79c11b93-1159-42a3-8226-b37b98e7aabd.jpg) Adding measurement 2ea45459 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=24.008357416838408;dx=-1.7031191126928384E-5 New Minimum: 24.008357416838408 > 20.665989194065332 END: th(187148.86177126726)=20.665989194065332; dx=-7.92689954283672E-6 evalInputDelta=3.342368222773075 Fitness changed from 24.008357416838408 to 20.665989194065332 Iteration 2 complete. Error: 20.665989194065332 Total: 16.4827; Orientation: 0.0133; Line Search: 10.8240 Iteration 2 ![Iteration 2](etc/6c7067b1-2810-4d49-9aba-8f79d2fc60d6.jpg) Adding measurement 12e97fe4 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=20.665989194065332;dx=-1.620948588502537E-5 New Minimum: 20.665989194065332 > 16.565304413437843 END: th(403200.00000000006)=16.565304413437843; dx=-4.416113890873225E-6 evalInputDelta=4.100684780627489 Fitness changed from 20.665989194065332 to 16.565304413437843 Iteration 3 complete. Error: 16.565304413437843 Total: 17.9883; Orientation: 0.0127; Line Search: 12.4779 Iteration 3 ![Iteration 3](etc/eed43e5c-f009-4c26-a3ec-e2d3bcdeb0a3.jpg) Adding measurement 2bbb9812 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.165e+04, gradient 3.348e-03, dot -0.526; [8ead539d-dfc6-4b63-b55f-3b5583e29348 = 1.000/1.000e+00] Orientation rejected. Popping history element from 16.565304413437843, 20.665989194065332, 24.008357416838408, 25.636927103623748 LBFGS Accumulation History: 3 points Removed measurement 2bbb9812 to history. Total: 3 th(0)=16.565304413437843;dx=-1.1166710569457286E-5 New Minimum: 16.565304413437843 > 11.791135653853416 END: th(868668.0670208557)=11.791135653853416; dx=-1.4657910856352215E-6 evalInputDelta=4.774168759584427 Fitness changed from 16.565304413437843 to 11.791135653853416 Iteration 4 complete. Error: 11.791135653853416 Total: 16.8415; Orientation: 0.1923; Line Search: 11.1359 Iteration 4 ![Iteration 4](etc/ccb44d7a-5ee2-48fb-97fd-ce365fcb874f.jpg) Adding measurement 48ccba8a to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.670e+03, gradient 1.996e-03, dot -0.417; [8ead539d-dfc6-4b63-b55f-3b5583e29348 = 1.000/1.000e+00] Orientation rejected. Popping history element from 11.791135653853416, 20.665989194065332, 24.008357416838408, 25.636927103623748 LBFGS Accumulation History: 3 points Removed measurement 48ccba8a to history. Total: 3 th(0)=11.791135653853416;dx=-3.9744042284051825E-6 New Minimum: 11.791135653853416 > 7.7947143614292145 END: th(1871488.617712673)=7.7947143614292145; dx=-4.2048018103285274E-7 evalInputDelta=3.996421292424202 Fitness changed from 11.791135653853416 to 7.7947143614292145 Iteration 5 complete. Error: 7.7947143614292145 Total: 17.9790; Orientation: 0.1489; Line Search: 12.2600 Iteration 5 ![Iteration 5](etc/d8761565-1831-4141-8621-9795bfbfe4c2.jpg) Adding measurement 36499afe to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.158e+03, gradient 1.280e-03, dot -0.268; [8ead539d-dfc6-4b63-b55f-3b5583e29348 = 1.000/1.000e+00] Orientation rejected. Popping history element from 7.7947143614292145, 20.665989194065332, 24.008357416838408, 25.636927103623748 LBFGS Accumulation History: 3 points Removed measurement 36499afe to history. Total: 3 th(0)=7.7947143614292145;dx=-1.6336628151724326E-6 New Minimum: 7.7947143614292145 > 6.044001147150993 WOLF (strong): th(4032000.0000000014)=6.044001147150993; dx=4.975100479169956E-8 evalInputDelta=1.7507132142782211 New Minimum: 6.044001147150993 > 5.982230454683304 END: th(2016000.0000000007)=5.982230454683304; dx=-1.9414036456396583E-7 evalInputDelta=1.8124839067459106 Fitness changed from 7.7947143614292145 to 5.982230454683304 Iteration 6 complete. Error: 5.982230454683304 Total: 22.4032; Orientation: 0.1458; Line Search: 16.3630 Adding measurement 3b17caab to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.224e+03, gradient 8.044e-04, dot -0.206; [8ead539d-dfc6-4b63-b55f-3b5583e29348 = 1.000/1.000e+00] Orientation rejected. Popping history element from 5.982230454683304, 20.665989194065332, 24.008357416838408, 25.636927103623748 LBFGS Accumulation History: 3 points Removed measurement 3b17caab to history. Total: 3 th(0)=5.982230454683304;dx=-6.451761644513285E-7 New Minimum: 5.982230454683304 > 4.504861027002335 END: th(4343340.335104279)=4.504861027002335; dx=-1.298276066000899E-8 evalInputDelta=1.4773694276809692 Fitness changed from 5.982230454683304 to 4.504861027002335 Iteration 7 complete. Error: 4.504861027002335 Total: 17.8226; Orientation: 0.1450; Line Search: 12.2543 Adding measurement 1456fbd1 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.311e+03, gradient 8.707e-04, dot -0.128; [8ead539d-dfc6-4b63-b55f-3b5583e29348 = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.504861027002335, 20.665989194065332, 24.008357416838408, 25.636927103623748 LBFGS Accumulation History: 3 points Removed measurement 1456fbd1 to history. Total: 3 th(0)=4.504861027002335;dx=-7.561115164808986E-7 Armijo: th(9357443.088563366)=6.013516783714294; dx=2.477613726369049E-7 evalInputDelta=-1.5086557567119598 New Minimum: 4.504861027002335 > 4.076280623674393 WOLF (strong): th(4678721.544281683)=4.076280623674393; dx=1.5201464628052123E-7 evalInputDelta=0.4285804033279419 New Minimum: 4.076280623674393 > 3.6399890035390854 END: th(1559573.8480938943)=3.6399890035390854; dx=-1.3282295875197973E-7 evalInputDelta=0.8648720234632492 Fitness changed from 4.504861027002335 to 3.6399890035390854 Iteration 8 complete. Error: 3.6399890035390854 Total: 27.0874; Orientation: 0.1505; Line Search: 21.5590 Adding measurement 57d33377 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.652e+03, gradient 5.421e-04, dot -0.214; [8ead539d-dfc6-4b63-b55f-3b5583e29348 = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.6399890035390854, 20.665989194065332, 24.008357416838408, 25.636927103623748 LBFGS Accumulation History: 3 points Removed measurement 57d33377 to history. Total: 3 th(0)=3.6399890035390854;dx=-2.9286762283489513E-7 New Minimum: 3.6399890035390854 > 3.1454076170921326 END: th(3360000.0000000014)=3.1454076170921326; dx=-6.701269910147502E-9 evalInputDelta=0.4945813864469528 Fitness changed from 3.6399890035390854 to 3.1454076170921326 Iteration 9 complete. Error: 3.1454076170921326 Total: 17.3930; Orientation: 0.1402; Line Search: 10.7780 Adding measurement 3c81edc6 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 7.453e+02, gradient 7.272e-04, dot -0.130; [8ead539d-dfc6-4b63-b55f-3b5583e29348 = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.1454076170921326, 20.665989194065332, 24.008357416838408, 25.636927103623748 LBFGS Accumulation History: 3 points Removed measurement 3c81edc6 to history. Total: 3 th(0)=3.1454076170921326;dx=-5.273478092456608E-7 Armijo: th(7238900.558507132)=4.840796887874603; dx=2.408278118350512E-7 evalInputDelta=-1.6953892707824707 Armijo: th(3619450.279253566)=3.3728390634059906; dx=2.678415347075064E-7 evalInputDelta=-0.22743144631385803 New Minimum: 3.1454076170921326 > 2.682052120566368 END: th(1206483.4264178553)=2.682052120566368; dx=-3.626463107611524E-8 evalInputDelta=0.46335549652576447 Fitness changed from 3.1454076170921326 to 2.682052120566368 Iteration 10 complete. Error: 2.682052120566368 Total: 28.4156; Orientation: 0.1418; Line Search: 22.7128 Iteration 10 ![Iteration 10](etc/931a41cc-1189-4478-9ba6-a8d66984ee14.jpg) Final threshold in iteration 11: 2.682052120566368 (> -Infinity) after 253.011s (< 3600.000s)