Reset training subject: 3055666330259 Reset training subject: 3065478027847 Adding measurement 8fa6f8e to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=8.193629808723927;dx=-7.656822863159997E-8 New Minimum: 8.193629808723927 > 8.193629570305347 WOLFE (weak): th(2.154434690031884)=8.193629570305347; dx=-7.654649166873821E-8 evalInputDelta=2.384185791015625E-7 New Minimum: 8.193629570305347 > 8.193629272282124 WOLFE (weak): th(4.308869380063768)=8.193629272282124; dx=-7.655888380673045E-8 evalInputDelta=5.364418029785156E-7 New Minimum: 8.193629272282124 > 8.193628564476967 WOLFE (weak): th(12.926608140191302)=8.193628564476967; dx=-7.653704808383556E-8 evalInputDelta=1.2442469596862793E-6 New Minimum: 8.193628564476967 > 8.193624012172222 WOLFE (weak): th(51.70643256076521)=8.193624012172222; dx=-7.656563319891479E-8 evalInputDelta=5.796551704406738E-6 New Minimum: 8.193624012172222 > 8.193600825965405 WOLFE (weak): th(258.53216280382605)=8.193600825965405; dx=-7.652019031986173E-8 evalInputDelta=2.898275852203369E-5 New Minimum: 8.193600825965405 > 8.19345609843731 WOLFE (weak): th(1551.1929768229563)=8.19345609843731; dx=-7.656261991986207E-8 evalInputDelta=1.7371028661727905E-4 New Minimum: 8.19345609843731 > 8.192413464188576 WOLFE (weak): th(10858.350837760694)=8.192413464188576; dx=-7.656053039139294E-8 evalInputDelta=0.0012163445353507996 New Minimum: 8.192413464188576 > 8.183895513415337 WOLFE (weak): th(86866.80670208555)=8.183895513415337; dx=-7.654039846155086E-8 evalInputDelta=0.009734295308589935 New Minimum: 8.183895513415337 > 8.105473443865776 WOLFE (weak): th(781801.26031877)=8.105473443865776; dx=-7.6406175936044E-8 evalInputDelta=0.08815636485815048 New Minimum: 8.105473443865776 > 7.312760852277279 END: th(7818012.6031877)=7.312760852277279; dx=-6.612997362332533E-8 evalInputDelta=0.8808689564466476 Fitness changed from 8.193629808723927 to 7.312760852277279 Iteration 1 complete. Error: 7.312760852277279 Total: 124.8668; Orientation: 0.0483; Line Search: 97.4892 Iteration 1 ![Iteration 1](etc/63262b0e-f909-4462-b2af-3e6146cccd61.jpg) Adding measurement 364aea7a to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=7.312760852277279;dx=-7.142062333842052E-8 New Minimum: 7.312760852277279 > 5.5948420241475105 END: th(1.684339755941405E7)=5.5948420241475105; dx=-4.7008805995294234E-8 evalInputDelta=1.7179188281297684 Fitness changed from 7.312760852277279 to 5.5948420241475105 Iteration 2 complete. Error: 5.5948420241475105 Total: 26.8594; Orientation: 0.0485; Line Search: 17.7218 Iteration 2 ![Iteration 2](etc/d477fa75-9b27-47c5-b08b-ffcaeb2f9832.jpg) Adding measurement 5c456e0e to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=5.5948420241475105;dx=-5.7807844820885147E-8 New Minimum: 5.5948420241475105 > 3.2377938628196716 END: th(3.6288E7)=3.2377938628196716; dx=-2.1213790744293674E-8 evalInputDelta=2.357048161327839 Fitness changed from 5.5948420241475105 to 3.2377938628196716 Iteration 3 complete. Error: 3.2377938628196716 Total: 28.1517; Orientation: 0.0483; Line Search: 18.4004 Iteration 3 ![Iteration 3](etc/893335bd-5cb7-488c-b146-c2b58bc80694.jpg) Adding measurement 3131d0eb to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.279e+04, gradient 1.896e-04, dot -0.514; [f499080a-9a26-4aa7-8b99-8dedf2801536 = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.2377938628196716, 5.5948420241475105, 7.312760852277279, 8.193629808723927 LBFGS Accumulation History: 3 points Removed measurement 3131d0eb to history. Total: 3 th(0)=3.2377938628196716;dx=-3.5943235647589926E-8 New Minimum: 3.2377938628196716 > 1.453056886792183 END: th(7.8180126031877E7)=1.453056886792183; dx=-1.327719448140153E-9 evalInputDelta=1.7847369760274887 Fitness changed from 3.2377938628196716 to 1.453056886792183 Iteration 4 complete. Error: 1.453056886792183 Total: 27.5893; Orientation: 0.9779; Line Search: 16.9662 Iteration 4 ![Iteration 4](etc/5ded9398-a3ed-4161-93c0-8f3766764c89.jpg) Adding measurement 38f50b70 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.147e+03, gradient 1.304e-04, dot -0.224; [f499080a-9a26-4aa7-8b99-8dedf2801536 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.453056886792183, 5.5948420241475105, 7.312760852277279, 8.193629808723927 LBFGS Accumulation History: 3 points Removed measurement 38f50b70 to history. Total: 3 th(0)=1.453056886792183;dx=-1.6980892482091803E-8 New Minimum: 1.453056886792183 > 1.2990405559539795 WOLF (strong): th(1.6843397559414053E8)=1.2990405559539795; dx=8.954239552260746E-9 evalInputDelta=0.15401633083820343 New Minimum: 1.2990405559539795 > 0.5044610947370529 END: th(8.421698779707026E7)=0.5044610947370529; dx=-7.357504595036253E-10 evalInputDelta=0.94859579205513 Fitness changed from 1.453056886792183 to 0.5044610947370529 Iteration 5 complete. Error: 0.5044610947370529 Total: 37.2237; Orientation: 0.9648; Line Search: 27.6839 Iteration 5 ![Iteration 5](etc/9c122754-97f9-4017-92a3-25f5989d3baf.jpg) Adding measurement 77765e8 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.982e+03, gradient 8.265e-05, dot -0.315; [f499080a-9a26-4aa7-8b99-8dedf2801536 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.5044610947370529, 5.5948420241475105, 7.312760852277279, 8.193629808723927 LBFGS Accumulation History: 3 points Removed measurement 77765e8 to history. Total: 3 th(0)=0.5044610947370529;dx=-6.823465411003573E-9 Armijo: th(1.8144000000000003E8)=0.6398780345916748; dx=4.5321767817425876E-9 evalInputDelta=-0.1354169398546219 New Minimum: 0.5044610947370529 > 0.13134843111038208 END: th(9.072000000000001E7)=0.13134843111038208; dx=-2.604000060531981E-10 evalInputDelta=0.37311266362667084 Fitness changed from 0.5044610947370529 to 0.13134843111038208 Iteration 6 complete. Error: 0.13134843111038208 Total: 37.0605; Orientation: 0.9602; Line Search: 26.6000 Adding measurement 5d3894b3 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.738e+03, gradient 7.437e-05, dot -0.181; [f499080a-9a26-4aa7-8b99-8dedf2801536 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.13134843111038208, 5.5948420241475105, 7.312760852277279, 8.193629808723927 LBFGS Accumulation History: 3 points Removed measurement 5d3894b3 to history. Total: 3 th(0)=0.13134843111038208;dx=-5.522015166602028E-9 Armijo: th(1.9545031507969254E8)=1.2268783897161484; dx=1.0160365911890654E-8 evalInputDelta=-1.0955299586057663 New Minimum: 0.13134843111038208 > 0.05804501473903656 WOLF (strong): th(9.772515753984627E7)=0.05804501473903656; dx=2.7851433307614805E-9 evalInputDelta=0.07330341637134552 New Minimum: 0.05804501473903656 > -0.041630104184150696 END: th(3.257505251328209E7)=-0.041630104184150696; dx=-2.4683751896934138E-9 evalInputDelta=0.17297853529453278 Fitness changed from 0.13134843111038208 to -0.041630104184150696 Iteration 7 complete. Error: -0.041630104184150696 Total: 46.0793; Orientation: 1.0067; Line Search: 36.0845 Adding measurement 1f4f41cd to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.782e+03, gradient 5.042e-05, dot -0.371; [f499080a-9a26-4aa7-8b99-8dedf2801536 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.041630104184150696, 5.5948420241475105, 7.312760852277279, 8.193629808723927 LBFGS Accumulation History: 3 points Removed measurement 1f4f41cd to history. Total: 3 th(0)=-0.041630104184150696;dx=-2.5375899829562617E-9 New Minimum: -0.041630104184150696 > -0.18219894170761108 END: th(7.018082316422524E7)=-0.18219894170761108; dx=-1.4737131614832396E-9 evalInputDelta=0.1405688375234604 Fitness changed from -0.041630104184150696 to -0.18219894170761108 Iteration 8 complete. Error: -0.18219894170761108 Total: 27.1833; Orientation: 0.9579; Line Search: 17.8768 Adding measurement 72a8402b to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.572e+03, gradient 4.508e-05, dot -0.281; [f499080a-9a26-4aa7-8b99-8dedf2801536 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.18219894170761108, 5.5948420241475105, 7.312760852277279, 8.193629808723927 LBFGS Accumulation History: 3 points Removed measurement 72a8402b to history. Total: 3 th(0)=-0.18219894170761108;dx=-2.028315756848512E-9 New Minimum: -0.18219894170761108 > -0.2764556407928467 END: th(1.5120000000000006E8)=-0.2764556407928467; dx=-3.718473247587473E-10 evalInputDelta=0.0942566990852356 Fitness changed from -0.18219894170761108 to -0.2764556407928467 Iteration 9 complete. Error: -0.2764556407928467 Total: 27.9039; Orientation: 1.0138; Line Search: 17.8729 Adding measurement 8aa6645 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.362e+03, gradient 5.783e-05, dot -0.440; [f499080a-9a26-4aa7-8b99-8dedf2801536 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.2764556407928467, 5.5948420241475105, 7.312760852277279, 8.193629808723927 LBFGS Accumulation History: 3 points Removed measurement 8aa6645 to history. Total: 3 th(0)=-0.2764556407928467;dx=-3.3404780324413038E-9 Armijo: th(3.2575052513282096E8)=2.0528776347637177; dx=8.977085082353532E-9 evalInputDelta=-2.3293332755565643 Armijo: th(1.6287526256641048E8)=0.06711967289447784; dx=3.673975690245562E-9 evalInputDelta=-0.3435753136873245 New Minimum: -0.2764556407928467 > -0.3859255909919739 END: th(5.4291754188803494E7)=-0.3859255909919739; dx=-2.2626876404026782E-10 evalInputDelta=0.1094699501991272 Fitness changed from -0.2764556407928467 to -0.3859255909919739 Iteration 10 complete. Error: -0.3859255909919739 Total: 45.7845; Orientation: 0.9902; Line Search: 35.0019 Iteration 10 ![Iteration 10](etc/0c22b679-e1c9-4b74-8320-3479210a7934.jpg) Final threshold in iteration 11: -0.3859255909919739 (> -Infinity) after 429.097s (< 3600.000s)