Reset training subject: 3818941634637 Reset training subject: 3827218745794 Adding measurement 623d9245 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=7.844045892357826;dx=-7.585903441143419E-8 New Minimum: 7.844045892357826 > 7.8440457582473755 WOLFE (weak): th(2.154434690031884)=7.8440457582473755; dx=-7.587207737938194E-8 evalInputDelta=1.341104507446289E-7 New Minimum: 7.8440457582473755 > 7.844045348465443 WOLFE (weak): th(4.308869380063768)=7.844045348465443; dx=-7.587406006058365E-8 evalInputDelta=5.438923835754395E-7 New Minimum: 7.844045348465443 > 7.844044089317322 WOLFE (weak): th(12.926608140191302)=7.844044089317322; dx=-7.587110023347175E-8 evalInputDelta=1.8030405044555664E-6 New Minimum: 7.844044089317322 > 7.844039782881737 WOLFE (weak): th(51.70643256076521)=7.844039782881737; dx=-7.587105047283869E-8 evalInputDelta=6.109476089477539E-6 New Minimum: 7.844039782881737 > 7.844016283750534 WOLFE (weak): th(258.53216280382605)=7.844016283750534; dx=-7.586568236911669E-8 evalInputDelta=2.9608607292175293E-5 New Minimum: 7.844016283750534 > 7.843869775533676 WOLFE (weak): th(1551.1929768229563)=7.843869775533676; dx=-7.586656802300357E-8 evalInputDelta=1.7611682415008545E-4 New Minimum: 7.843869775533676 > 7.842813767492771 WOLFE (weak): th(10858.350837760694)=7.842813767492771; dx=-7.585157536837344E-8 evalInputDelta=0.0012321248650550842 New Minimum: 7.842813767492771 > 7.834184341132641 WOLFE (weak): th(86866.80670208555)=7.834184341132641; dx=-7.586867751132935E-8 evalInputDelta=0.009861551225185394 New Minimum: 7.834184341132641 > 7.754750318825245 WOLFE (weak): th(781801.26031877)=7.754750318825245; dx=-7.561742440987915E-8 evalInputDelta=0.08929557353258133 New Minimum: 7.754750318825245 > 6.95370152592659 END: th(7818012.6031877)=6.95370152592659; dx=-6.517633478963907E-8 evalInputDelta=0.8903443664312363 Fitness changed from 7.844045892357826 to 6.95370152592659 Iteration 1 complete. Error: 6.95370152592659 Total: 126.7893; Orientation: 0.0498; Line Search: 100.6643 Iteration 1 ![Iteration 1](etc/fedb6699-1f52-4249-b66e-52414b408dfe.jpg) Adding measurement 25d078a5 to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=6.95370152592659;dx=-7.08152903400812E-8 New Minimum: 6.95370152592659 > 5.261696539819241 END: th(1.684339755941405E7)=5.261696539819241; dx=-4.4686554676454936E-8 evalInputDelta=1.6920049861073494 Fitness changed from 6.95370152592659 to 5.261696539819241 Iteration 2 complete. Error: 5.261696539819241 Total: 26.9923; Orientation: 0.0498; Line Search: 18.1228 Iteration 2 ![Iteration 2](etc/2c9a2d08-7e02-4e03-a6ea-64ced63fcaac.jpg) Adding measurement dace629 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=5.261696539819241;dx=-5.633894572687505E-8 New Minimum: 5.261696539819241 > 3.0006502270698547 END: th(3.6288E7)=3.0006502270698547; dx=-2.00748680998792E-8 evalInputDelta=2.261046312749386 Fitness changed from 5.261696539819241 to 3.0006502270698547 Iteration 3 complete. Error: 3.0006502270698547 Total: 29.2444; Orientation: 0.0602; Line Search: 18.8098 Iteration 3 ![Iteration 3](etc/21959efa-966d-465b-8e76-f819a57941a3.jpg) Adding measurement 6a8153ee to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.127e+04, gradient 1.882e-04, dot -0.519; [4dd2351c-bb6c-4260-b2ce-d220de8e6ad4 = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.0006502270698547, 5.261696539819241, 6.95370152592659, 7.844045892357826 LBFGS Accumulation History: 3 points Removed measurement 6a8153ee to history. Total: 3 th(0)=3.0006502270698547;dx=-3.5366105538181346E-8 New Minimum: 3.0006502270698547 > 1.337444856762886 END: th(7.8180126031877E7)=1.337444856762886; dx=-6.05050160434563E-10 evalInputDelta=1.6632053703069687 Fitness changed from 3.0006502270698547 to 1.337444856762886 Iteration 4 complete. Error: 1.337444856762886 Total: 28.6391; Orientation: 0.9799; Line Search: 18.6557 Iteration 4 ![Iteration 4](etc/748ba8e1-3589-4485-923c-c1e191958507.jpg) Adding measurement 768d5ca7 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.346e+03, gradient 1.282e-04, dot -0.271; [4dd2351c-bb6c-4260-b2ce-d220de8e6ad4 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.337444856762886, 5.261696539819241, 6.95370152592659, 7.844045892357826 LBFGS Accumulation History: 3 points Removed measurement 768d5ca7 to history. Total: 3 th(0)=1.337444856762886;dx=-1.6430750233770105E-8 New Minimum: 1.337444856762886 > 1.3205540776252747 WOLF (strong): th(1.6843397559414053E8)=1.3205540776252747; dx=9.225265062255237E-9 evalInputDelta=0.01689077913761139 New Minimum: 1.3205540776252747 > 0.4731811285018921 END: th(8.421698779707026E7)=0.4731811285018921; dx=-9.808271816668596E-11 evalInputDelta=0.864263728260994 Fitness changed from 1.337444856762886 to 0.4731811285018921 Iteration 5 complete. Error: 0.4731811285018921 Total: 35.1052; Orientation: 0.9600; Line Search: 25.5961 Iteration 5 ![Iteration 5](etc/be1514e4-a949-4fbc-8f7f-ad69178f2102.jpg) Adding measurement 2214310d to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.093e+03, gradient 8.579e-05, dot -0.498; [4dd2351c-bb6c-4260-b2ce-d220de8e6ad4 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.4731811285018921, 5.261696539819241, 6.95370152592659, 7.844045892357826 LBFGS Accumulation History: 3 points Removed measurement 2214310d to history. Total: 3 th(0)=0.4731811285018921;dx=-7.34913137752651E-9 Armijo: th(1.8144000000000003E8)=0.8620774745941162; dx=6.380777539305524E-9 evalInputDelta=-0.3888963460922241 New Minimum: 0.4731811285018921 > 0.12294001877307892 WOLF (strong): th(9.072000000000001E7)=0.12294001877307892; dx=5.424380122973513E-10 evalInputDelta=0.35024110972881317 END: th(3.0240000000000004E7)=0.21402670443058014; dx=-4.31448182944571E-9 evalInputDelta=0.25915442407131195 Fitness changed from 0.4731811285018921 to 0.12294001877307892 Iteration 6 complete. Error: 0.12294001877307892 Total: 46.0194; Orientation: 0.9659; Line Search: 35.8295 Adding measurement 27712cf1 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.714e+03, gradient 8.047e-05, dot -0.212; [4dd2351c-bb6c-4260-b2ce-d220de8e6ad4 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.12294001877307892, 5.261696539819241, 6.95370152592659, 7.844045892357826 LBFGS Accumulation History: 3 points Removed measurement 27712cf1 to history. Total: 3 th(0)=0.12294001877307892;dx=-6.46951915473337E-9 New Minimum: 0.12294001877307892 > -0.07621057331562042 WOLF (strong): th(6.515010502656417E7)=-0.07621057331562042; dx=1.1997168464629053E-9 evalInputDelta=0.19915059208869934 New Minimum: -0.07621057331562042 > -0.07685913145542145 END: th(3.2575052513282087E7)=-0.07685913145542145; dx=-2.382220056154198E-9 evalInputDelta=0.19979915022850037 Fitness changed from 0.12294001877307892 to -0.07685913145542145 Iteration 7 complete. Error: -0.07685913145542145 Total: 37.4287; Orientation: 0.9580; Line Search: 26.5590 Adding measurement 676e78e7 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.149e+03, gradient 5.030e-05, dot -0.528; [4dd2351c-bb6c-4260-b2ce-d220de8e6ad4 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.07685913145542145, 5.261696539819241, 6.95370152592659, 7.844045892357826 LBFGS Accumulation History: 3 points Removed measurement 676e78e7 to history. Total: 3 th(0)=-0.07685913145542145;dx=-2.526460154068887E-9 New Minimum: -0.07685913145542145 > -0.21202412247657776 END: th(7.018082316422524E7)=-0.21202412247657776; dx=-1.3374476014828786E-9 evalInputDelta=0.1351649910211563 Fitness changed from -0.07685913145542145 to -0.21202412247657776 Iteration 8 complete. Error: -0.21202412247657776 Total: 27.2273; Orientation: 0.9669; Line Search: 16.9096 Adding measurement cd1e822 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.673e+03, gradient 4.420e-05, dot -0.272; [4dd2351c-bb6c-4260-b2ce-d220de8e6ad4 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.21202412247657776, 5.261696539819241, 6.95370152592659, 7.844045892357826 LBFGS Accumulation History: 3 points Removed measurement cd1e822 to history. Total: 3 th(0)=-0.21202412247657776;dx=-1.950559746543671E-9 New Minimum: -0.21202412247657776 > -0.2844650596380234 END: th(1.5120000000000006E8)=-0.2844650596380234; dx=-2.330037559897729E-10 evalInputDelta=0.07244093716144562 Fitness changed from -0.21202412247657776 to -0.2844650596380234 Iteration 9 complete. Error: -0.2844650596380234 Total: 27.6024; Orientation: 0.9538; Line Search: 18.0085 Adding measurement cce84a3 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 2.347e+03, gradient 6.074e-05, dot -0.300; [4dd2351c-bb6c-4260-b2ce-d220de8e6ad4 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.2844650596380234, 5.261696539819241, 6.95370152592659, 7.844045892357826 LBFGS Accumulation History: 3 points Removed measurement cce84a3 to history. Total: 3 th(0)=-0.2844650596380234;dx=-3.6873735727225606E-9 Armijo: th(3.2575052513282096E8)=3.367328494787216; dx=1.4405766047611171E-8 evalInputDelta=-3.6517935544252396 Armijo: th(1.6287526256641048E8)=0.33168065547943115; dx=5.824382473243401E-9 evalInputDelta=-0.6161457151174545 New Minimum: -0.2844650596380234 > -0.3790822774171829 WOLF (strong): th(5.4291754188803494E7)=-0.3790822774171829; dx=2.698362924782784E-10 evalInputDelta=0.09461721777915955 END: th(1.3572938547200873E7)=-0.34176939725875854; dx=-2.6062767184663224E-9 evalInputDelta=0.05730433762073517 Fitness changed from -0.2844650596380234 to -0.3790822774171829 Iteration 10 complete. Error: -0.3790822774171829 Total: 58.6251; Orientation: 0.9962; Line Search: 47.4303 Iteration 10 ![Iteration 10](etc/4662aa43-1613-433c-91cc-25f76f8a7ff1.jpg) Final threshold in iteration 11: -0.3790822774171829 (> -Infinity) after 444.086s (< 3600.000s)