Reset training subject: 1039766747609800 Reset training subject: 1039787291624400 Adding measurement 61060064 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=-1.3445774912834167;dx=-7.61310524404325E-8 New Minimum: -1.3445774912834167 > -1.3445775397121906 WOLFE (weak): th(2.154434690031884)=-1.3445775397121906; dx=-7.594650416131618E-8 evalInputDelta=4.842877388000488E-8 New Minimum: -1.3445775397121906 > -1.3445778489112854 WOLFE (weak): th(4.308869380063768)=-1.3445778489112854; dx=-7.596593807521134E-8 evalInputDelta=3.5762786865234375E-7 New Minimum: -1.3445778489112854 > -1.3445786498486996 WOLFE (weak): th(12.926608140191302)=-1.3445786498486996; dx=-7.598198012691122E-8 evalInputDelta=1.1585652828216553E-6 New Minimum: -1.3445786498486996 > -1.3445820659399033 WOLFE (weak): th(51.70643256076521)=-1.3445820659399033; dx=-7.597711405151487E-8 evalInputDelta=4.5746564865112305E-6 New Minimum: -1.3445820659399033 > -1.3446001932024956 WOLFE (weak): th(258.53216280382605)=-1.3446001932024956; dx=-7.595881729719416E-8 evalInputDelta=2.2701919078826904E-5 New Minimum: -1.3446001932024956 > -1.3447132632136345 WOLFE (weak): th(1551.1929768229563)=-1.3447132632136345; dx=-7.596716994421793E-8 evalInputDelta=1.3577193021774292E-4 New Minimum: -1.3447132632136345 > -1.3455274030566216 WOLFE (weak): th(10858.350837760694)=-1.3455274030566216; dx=-7.592572387814901E-8 evalInputDelta=9.499117732048035E-4 New Minimum: -1.3455274030566216 > -1.3521611094474792 WOLFE (weak): th(86866.80670208555)=-1.3521611094474792; dx=-7.556050071442743E-8 evalInputDelta=0.0075836181640625 New Minimum: -1.3521611094474792 > -1.4111562669277191 WOLFE (weak): th(781801.26031877)=-1.4111562669277191; dx=-7.199856654176732E-8 evalInputDelta=0.06657877564430237 New Minimum: -1.4111562669277191 > -1.8201286271214485 END: th(7818012.6031877)=-1.8201286271214485; dx=-3.8922298882371623E-8 evalInputDelta=0.47555113583803177 Fitness changed from -1.3445774912834167 to -1.8201286271214485 Iteration 1 complete. Error: -1.8201286271214485 Total: 279.8440; Orientation: 0.0266; Line Search: 219.6258 Iteration 1 ![Iteration 1](etc/57fb6740-7048-4f5e-b009-ef0c4f2fbfd4.jpg) Adding measurement 616a81ee to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=-1.8201286271214485;dx=-3.812879905752059E-8 New Minimum: -1.8201286271214485 > -2.1617769226431847 END: th(1.684339755941405E7)=-2.1617769226431847; dx=-1.3477328312578573E-8 evalInputDelta=0.34164829552173615 Fitness changed from -1.8201286271214485 to -2.1617769226431847 Iteration 2 complete. Error: -2.1617769226431847 Total: 59.6272; Orientation: 0.0222; Line Search: 39.6392 Iteration 2 ![Iteration 2](etc/c20d5523-6303-42c1-9242-c98909233cdd.jpg) Adding measurement 4a83c91b to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=-2.1617769226431847;dx=-1.5746964241478688E-8 New Minimum: -2.1617769226431847 > -2.2582880072295666 END: th(3.6288E7)=-2.2582880072295666; dx=-2.2656132623152687E-9 evalInputDelta=0.09651108458638191 Fitness changed from -2.1617769226431847 to -2.2582880072295666 Iteration 3 complete. Error: -2.2582880072295666 Total: 60.3038; Orientation: 0.0312; Line Search: 40.0743 Iteration 3 ![Iteration 3](etc/26c2a405-9365-4674-8351-d145ff049414.jpg) Adding measurement 3051d8c8 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.117e+03, gradient 9.934e-05, dot -0.769; [6d71cd61-8932-4570-bed4-a54dc169d88f = 1.000/1.000e+00] Orientation rejected. Popping history element from -1.3445774912834167, -1.8201286271214485, -2.1617769226431847, -2.2582880072295666 LBFGS Accumulation History: 3 points Removed measurement 61060064 to history. Total: 4 th(0)=-2.2582880072295666;dx=-9.862067879928311E-9 Armijo: th(7.8180126031877E7)=-1.971920046955347; dx=1.9502386641565374E-9 evalInputDelta=-0.2863679602742195 New Minimum: -2.2582880072295666 > -2.3420174680650234 END: th(3.90900630159385E7)=-2.3420174680650234; dx=-1.9168622465860013E-9 evalInputDelta=0.08372946083545685 Fitness changed from -2.2582880072295666 to -2.3420174680650234 Iteration 4 complete. Error: -2.3420174680650234 Total: 80.1737; Orientation: 0.7106; Line Search: 59.4378 Iteration 4 ![Iteration 4](etc/460c7970-c224-4900-8524-3ef54e4b89f4.jpg) Adding measurement 63d422d1 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.305e+03, gradient 8.946e-05, dot -0.725; [6d71cd61-8932-4570-bed4-a54dc169d88f = 1.000/1.000e+00] Orientation rejected. Popping history element from -1.8201286271214485, -2.1617769226431847, -2.2582880072295666, -2.3420174680650234 LBFGS Accumulation History: 3 points Removed measurement 616a81ee to history. Total: 4 th(0)=-2.3420174680650234;dx=-7.99831186193365E-9 Armijo: th(8.421698779707026E7)=-1.9429263100028038; dx=2.7433798567369415E-9 evalInputDelta=-0.3990911580622196 New Minimum: -2.3420174680650234 > -2.360963750630617 END: th(4.210849389853513E7)=-2.360963750630617; dx=-8.761847269232392E-10 evalInputDelta=0.01894628256559372 Fitness changed from -2.3420174680650234 to -2.360963750630617 Iteration 5 complete. Error: -2.360963750630617 Total: 80.6491; Orientation: 0.7129; Line Search: 59.8057 Iteration 5 ![Iteration 5](etc/bcce44d5-3209-4f33-a926-570bbd282300.jpg) Adding measurement e2a829c to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.724e+03, gradient 8.730e-05, dot -0.684; [6d71cd61-8932-4570-bed4-a54dc169d88f = 1.000/1.000e+00] Orientation rejected. Popping history element from -2.1617769226431847, -2.2582880072295666, -2.3420174680650234, -2.360963750630617 LBFGS Accumulation History: 3 points Removed measurement 4a83c91b to history. Total: 4 th(0)=-2.360963750630617;dx=-7.614972512956976E-9 Armijo: th(9.072000000000001E7)=-1.850098367780447; dx=4.049188498631986E-9 evalInputDelta=-0.5108653828501701 New Minimum: -2.360963750630617 > -2.361091770231724 END: th(4.536000000000001E7)=-2.361091770231724; dx=-1.024858369102162E-10 evalInputDelta=1.2801960110664368E-4 Fitness changed from -2.360963750630617 to -2.361091770231724 Iteration 6 complete. Error: -2.361091770231724 Total: 81.3237; Orientation: 0.7584; Line Search: 60.3604 Adding measurement 4c12723a to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.352e+03, gradient 8.723e-05, dot -0.674; [6d71cd61-8932-4570-bed4-a54dc169d88f = 1.000/1.000e+00] Orientation rejected. Popping history element from -2.2582880072295666, -2.3420174680650234, -2.360963750630617, -2.361091770231724 LBFGS Accumulation History: 3 points Removed measurement 3051d8c8 to history. Total: 4 th(0)=-2.361091770231724;dx=-7.606045798101487E-9 Armijo: th(9.772515753984627E7)=-1.7497607618570328; dx=4.7340402007718935E-9 evalInputDelta=-0.611331008374691 Armijo: th(4.8862578769923136E7)=-2.3442100435495377; dx=1.9425968037514267E-10 evalInputDelta=-0.016881726682186127 New Minimum: -2.361091770231724 > -2.432338424026966 END: th(1.6287526256641045E7)=-2.432338424026966; dx=-4.213784887766003E-9 evalInputDelta=0.07124665379524231 Fitness changed from -2.361091770231724 to -2.432338424026966 Iteration 7 complete. Error: -2.432338424026966 Total: 99.8717; Orientation: 0.8001; Line Search: 79.1725 Adding measurement 1cf17e54 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.358e+03, gradient 6.512e-05, dot -0.927; [6d71cd61-8932-4570-bed4-a54dc169d88f = 1.000/1.000e+00] Orientation rejected. Popping history element from -2.3420174680650234, -2.360963750630617, -2.361091770231724, -2.432338424026966 LBFGS Accumulation History: 3 points Removed measurement 63d422d1 to history. Total: 4 th(0)=-2.432338424026966;dx=-4.237079354363146E-9 New Minimum: -2.432338424026966 > -2.442813239991665 END: th(3.509041158211262E7)=-2.442813239991665; dx=-2.1494258645386063E-9 evalInputDelta=0.010474815964698792 Fitness changed from -2.432338424026966 to -2.442813239991665 Iteration 8 complete. Error: -2.442813239991665 Total: 60.7980; Orientation: 0.6823; Line Search: 40.0816 Adding measurement 5cb91239 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.317e+03, gradient 6.089e-05, dot -0.797; [6d71cd61-8932-4570-bed4-a54dc169d88f = 1.000/1.000e+00] Orientation rejected. Popping history element from -2.360963750630617, -2.361091770231724, -2.432338424026966, -2.442813239991665 LBFGS Accumulation History: 3 points Removed measurement e2a829c to history. Total: 4 th(0)=-2.442813239991665;dx=-3.7041795945553345E-9 Armijo: th(7.560000000000003E7)=-2.2941454648971558; dx=-4.5058168212409853E-10 evalInputDelta=-0.14866777509450912 Armijo: th(3.7800000000000015E7)=-2.4339049234986305; dx=-1.8536872192579403E-9 evalInputDelta=-0.008908316493034363 New Minimum: -2.442813239991665 > -2.4546440355479717 END: th(1.2600000000000006E7)=-2.4546440355479717; dx=-3.0282457638024334E-9 evalInputDelta=0.011830795556306839 Fitness changed from -2.442813239991665 to -2.4546440355479717 Iteration 9 complete. Error: -2.4546440355479717 Total: 101.2605; Orientation: 0.7527; Line Search: 80.4572 Adding measurement 27f9e9c5 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 7.432e+03, gradient 5.628e-05, dot -0.959; [6d71cd61-8932-4570-bed4-a54dc169d88f = 1.000/1.000e+00] Orientation rejected. Popping history element from -2.361091770231724, -2.432338424026966, -2.442813239991665, -2.4546440355479717 LBFGS Accumulation History: 3 points Removed measurement 4c12723a to history. Total: 4 th(0)=-2.4546440355479717;dx=-3.1647735145806857E-9 Armijo: th(2.7145877094401747E7)=-2.4531663581728935; dx=-2.2109228053564884E-9 evalInputDelta=-0.0014776773750782013 New Minimum: -2.4546440355479717 > -2.45971767231822 END: th(1.3572938547200873E7)=-2.45971767231822; dx=-2.6749420458203363E-9 evalInputDelta=0.005073636770248413 Fitness changed from -2.4546440355479717 to -2.45971767231822 Iteration 10 complete. Error: -2.45971767231822 Total: 80.6400; Orientation: 0.7139; Line Search: 60.0870 Iteration 10 ![Iteration 10](etc/874b4b33-e38c-45a2-a5d9-ec2cbd0d6e98.jpg) Adding measurement 49729e98 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 8.776e+03, gradient 5.334e-05, dot -0.956; [6d71cd61-8932-4570-bed4-a54dc169d88f = 1.000/1.000e+00] Orientation rejected. Popping history element from -2.432338424026966, -2.442813239991665, -2.4546440355479717, -2.45971767231822 LBFGS Accumulation History: 3 points Removed measurement 1cf17e54 to history. Total: 4 th(0)=-2.45971767231822;dx=-2.834357824075722E-9 Armijo: th(2.9242009651760522E7)=-2.4531334452331066; dx=-2.0894024448502082E-9 evalInputDelta=-0.006584227085113525 New Minimum: -2.45971767231822 > -2.461573477834463 END: th(1.4621004825880261E7)=-2.461573477834463; dx=-2.4462822027207946E-9 evalInputDelta=0.001855805516242981 Fitness changed from -2.45971767231822 to -2.461573477834463 Iteration 11 complete. Error: -2.461573477834463 Total: 80.7828; Orientation: 0.7494; Line Search: 59.8628 Adding measurement 75a1681e to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.978e+03, gradient 5.151e-05, dot -0.952; [6d71cd61-8932-4570-bed4-a54dc169d88f = 1.000/1.000e+00] Orientation rejected. Popping history element from -2.442813239991665, -2.4546440355479717, -2.45971767231822, -2.461573477834463 LBFGS Accumulation History: 3 points Removed measurement 5cb91239 to history. Total: 4 th(0)=-2.461573477834463;dx=-2.650543732652805E-9 Armijo: th(3.150000000000002E7)=-2.451981220394373; dx=-1.9890452510452014E-9 evalInputDelta=-0.00959225744009018 New Minimum: -2.461573477834463 > -2.46205123513937 END: th(1.575000000000001E7)=-2.46205123513937; dx=-2.3042137330104123E-9 evalInputDelta=4.777573049068451E-4 Fitness changed from -2.461573477834463 to -2.46205123513937 Iteration 12 complete. Error: -2.46205123513937 Total: 80.2619; Orientation: 0.7174; Line Search: 59.9000 Adding measurement 45fc4be7 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.115e+04, gradient 5.029e-05, dot -0.948; [6d71cd61-8932-4570-bed4-a54dc169d88f = 1.000/1.000e+00] Orientation rejected. Popping history element from -2.4546440355479717, -2.45971767231822, -2.461573477834463, -2.46205123513937 LBFGS Accumulation History: 3 points Removed measurement 27f9e9c5 to history. Total: 4 th(0)=-2.46205123513937;dx=-2.5265883749608114E-9 Armijo: th(3.393234636800219E7)=-2.449045781046152; dx=-1.913228674484917E-9 evalInputDelta=-0.01300545409321785 Armijo: th(1.6966173184001096E7)=-2.4609751366078854; dx=-2.21270779698674E-9 evalInputDelta=-0.0010760985314846039 New Minimum: -2.46205123513937 > -2.462811443954706 WOLFE (weak): th(5655391.061333698)=-2.462811443954706; dx=-2.4157875248700165E-9 evalInputDelta=7.602088153362274E-4 WOLFE (weak): th(1.1310782122667396E7)=-2.4624485038220882; dx=-2.313261275048271E-9 evalInputDelta=3.97268682718277E-4 Armijo: th(1.4138477653334245E7)=-2.4618596583604813; dx=-2.2631449890481167E-9 evalInputDelta=-1.915767788887024E-4 WOLFE (weak): th(1.272462988800082E7)=-2.4621883779764175; dx=-2.290813855832848E-9 evalInputDelta=1.371428370475769E-4 Armijo: th(1.3431553770667532E7)=-2.4620328582823277; dx=-2.276316487552992E-9 evalInputDelta=-1.8376857042312622E-5 WOLFE (weak): th(1.3078091829334177E7)=-2.462113071233034; dx=-2.2835100860391105E-9 evalInputDelta=6.183609366416931E-5 WOLFE (weak): th(1.3254822800000854E7)=-2.462073564529419; dx=-2.281265832634889E-9 evalInputDelta=2.2329390048980713E-5 WOLFE (weak): th(1.3343188285334192E7)=-2.462053317576647; dx=-2.2787618612802673E-9 evalInputDelta=2.08243727684021E-6 Armijo: th(1.3387371028000861E7)=-2.462043110281229; dx=-2.2782270747468197E-9 evalInputDelta=-8.124858140945435E-6 Armijo: th(1.3365279656667527E7)=-2.4620482362806797; dx=-2.2781082537752283E-9 evalInputDelta=-2.998858690261841E-6 Armijo: th(1.335423397100086E7)=-2.462050773203373; dx=-2.278755385344966E-9 evalInputDelta=-4.6193599700927734E-7 WOLFE (weak): th(1.3348711128167525E7)=-2.4620520770549774; dx=-2.278649147773768E-9 evalInputDelta=8.419156074523926E-7 WOLFE (weak): th(1.3351472549584191E7)=-2.46205136179924; dx=-2.2787329283333734E-9 evalInputDelta=1.2665987014770508E-7 Armijo: th(1.3352853260292526E7)=-2.4620509706437588; dx=-2.278171816628226E-9 evalInputDelta=-2.644956111907959E-7 WOLFE (weak): th(1.3352162904938359E7)=-2.4620513394474983; dx=-2.278479337635757E-9 evalInputDelta=1.043081283569336E-7 Armijo: th(1.3352508082615443E7)=-2.462051175534725; dx=-2.278520517183929E-9 evalInputDelta=-5.9604644775390625E-8 Armijo: th(1.33523354937769E7)=-2.4620512686669827; dx=-2.2786681180902946E-9 evalInputDelta=3.3527612686157227E-8 WOLFE (weak): th(1.3352249199357629E7)=-2.4620513021945953; dx=-2.279241779294263E-9 evalInputDelta=6.705522537231445E-8 mu ~= nu (1.3352249199357629E7): th(5655391.061333698)=-2.462811443954706 Fitness changed from -2.46205123513937 to -2.462811443954706 Iteration 13 complete. Error: -2.462811443954706 Total: 460.1460; Orientation: 0.7358; Line Search: 439.7438 Adding measurement 2cc00efb to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.250e+04, gradient 4.981e-05, dot -0.983; [6d71cd61-8932-4570-bed4-a54dc169d88f = 1.000/1.000e+00] Orientation rejected. Popping history element from -2.45971767231822, -2.461573477834463, -2.46205123513937, -2.462811443954706 LBFGS Accumulation History: 3 points Removed measurement 49729e98 to history. Total: 4 th(0)=-2.462811443954706;dx=-2.47947001319127E-9 Armijo: th(2.8766641822891742E7)=-2.453761048614979; dx=-1.9855706296687654E-9 evalInputDelta=-0.009050395339727402 Armijo: th(1.4383320911445871E7)=-2.462003715336323; dx=-2.222666036404325E-9 evalInputDelta=-8.077286183834076E-4 New Minimum: -2.462811443954706 > -2.463289327919483 WOLFE (weak): th(4794440.30381529)=-2.463289327919483; dx=-2.3888702790217885E-9 evalInputDelta=4.778839647769928E-4 WOLFE (weak): th(9588880.60763058)=-2.463054057210684; dx=-2.3071404277241242E-9 evalInputDelta=2.4261325597763062E-4 Armijo: th(1.1986100759538226E7)=-2.462635189294815; dx=-2.264517303999849E-9 evalInputDelta=-1.7625465989112854E-4 WOLFE (weak): th(1.0787490683584403E7)=-2.4628702737390995; dx=-2.2846843555758625E-9 evalInputDelta=5.882978439331055E-5 Armijo: th(1.1386795721561315E7)=-2.4627589732408524; dx=-2.2754925271645848E-9 evalInputDelta=-5.247071385383606E-5 WOLFE (weak): th(1.108714320257286E7)=-2.4628160260617733; dx=-2.2793785490110204E-9 evalInputDelta=4.582107067108154E-6 Armijo: th(1.1236969462067086E7)=-2.462787888944149; dx=-2.2781457199324293E-9 evalInputDelta=-2.3555010557174683E-5 Armijo: th(1.1162056332319973E7)=-2.462801933288574; dx=-2.279591038433766E-9 evalInputDelta=-9.510666131973267E-6 Armijo: th(1.1124599767446417E7)=-2.4628090113401413; dx=-2.2797557598723045E-9 evalInputDelta=-2.43261456489563E-6 WOLFE (weak): th(1.1105871485009639E7)=-2.462812576442957; dx=-2.2793069225905746E-9 evalInputDelta=1.1324882507324219E-6 Armijo: th(1.1115235626228027E7)=-2.4628107883036137; dx=-2.2804033321323524E-9 evalInputDelta=-6.556510925292969E-7 WOLFE (weak): th(1.1110553555618834E7)=-2.46281161531806; dx=-2.2799880046208603E-9 evalInputDelta=1.7136335372924805E-7 Armijo: th(1.111289459092343E7)=-2.462811179459095; dx=-2.2788730225039707E-9 evalInputDelta=-2.644956111907959E-7 Armijo: th(1.1111724073271133E7)=-2.4628114253282547; dx=-2.279962805669871E-9 evalInputDelta=-1.862645149230957E-8 WOLFE (weak): th(1.1111138814444983E7)=-2.4628116004168987; dx=-2.2798503035716E-9 evalInputDelta=1.564621925354004E-7 WOLFE (weak): th(1.1111431443858057E7)=-2.462811451405287; dx=-2.280095126927761E-9 evalInputDelta=7.450580596923828E-9 Armijo: th(1.1111577758564595E7)=-2.462811429053545; dx=-2.2801026389833977E-9 evalInputDelta=-1.4901161193847656E-8 Armijo: th(1.1111504601211326E7)=-2.4628114253282547; dx=-2.279100832888298E-9 evalInputDelta=-1.862645149230957E-8 mu ~= nu (1.1111431443858057E7): th(4794440.30381529)=-2.463289327919483 Fitness changed from -2.462811443954706 to -2.463289327919483 Iteration 14 complete. Error: -2.463289327919483 Total: 458.8025; Orientation: 0.6890; Line Search: 438.2994 Adding measurement 44fffb3c to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.238e+04, gradient 4.942e-05, dot -0.986; [6d71cd61-8932-4570-bed4-a54dc169d88f = 1.000/1.000e+00] Orientation rejected. Popping history element from -2.461573477834463, -2.46205123513937, -2.462811443954706, -2.463289327919483 LBFGS Accumulation History: 3 points Removed measurement 75a1681e to history. Total: 4 th(0)=-2.463289327919483;dx=-2.4386019383703973E-9 Armijo: th(2.3938932164928716E7)=-2.4568187333643436; dx=-2.0295442202294464E-9 evalInputDelta=-0.006470594555139542 Armijo: th(1.1969466082464358E7)=-2.4625555090606213; dx=-2.227435695875305E-9 evalInputDelta=-7.338188588619232E-4 New Minimum: -2.463289327919483 > -2.463582009077072 WOLFE (weak): th(3989822.0274881194)=-2.463582009077072; dx=-2.36602568898794E-9 evalInputDelta=2.9268115758895874E-4 WOLFE (weak): th(7979644.054976239)=-2.4633486568927765; dx=-2.292867305694568E-9 evalInputDelta=5.932897329330444E-5 Armijo: th(9974555.068720298)=-2.463017124682665; dx=-2.260334821105431E-9 evalInputDelta=-2.722032368183136E-4 Armijo: th(8977099.561848268)=-2.463199630379677; dx=-2.2785534276266546E-9 evalInputDelta=-8.969753980636597E-5 Armijo: th(8478371.808412254)=-2.463278405368328; dx=-2.2856614043466077E-9 evalInputDelta=-1.0922551155090332E-5 WOLFE (weak): th(8229007.931694247)=-2.4633145555853844; dx=-2.289438344152544E-9 evalInputDelta=2.5227665901184082E-5 WOLFE (weak): th(8353689.87005325)=-2.4632967449724674; dx=-2.288346042322516E-9 evalInputDelta=7.417052984237671E-6 Armijo: th(8416030.839232752)=-2.4632876217365265; dx=-2.2872660893888383E-9 evalInputDelta=-1.7061829566955566E-6 WOLFE (weak): th(8384860.354643001)=-2.463292244821787; dx=-2.2873304454069725E-9 evalInputDelta=2.9169023036956787E-6 WOLFE (weak): th(8400445.596937876)=-2.4632901176810265; dx=-2.286745596559075E-9 evalInputDelta=7.897615432739258E-7 Armijo: th(8408238.218085315)=-2.463288865983486; dx=-2.287044706532583E-9 evalInputDelta=-4.6193599700927734E-7 WOLFE (weak): th(8404341.907511596)=-2.4632894694805145; dx=-2.287131795938107E-9 evalInputDelta=1.4156103134155273E-7 Armijo: th(8406290.062798455)=-2.4632891193032265; dx=-2.2858864878630266E-9 evalInputDelta=-2.086162567138672E-7 Armijo: th(8405315.985155025)=-2.4632892683148384; dx=-2.286777096444275E-9 evalInputDelta=-5.9604644775390625E-8 WOLFE (weak): th(8404828.946333311)=-2.463289339095354; dx=-2.2872669016700917E-9 evalInputDelta=1.1175870895385742E-8 Armijo: th(8405072.465744168)=-2.463289324194193; dx=-2.287282656596271E-9 evalInputDelta=-3.725290298461914E-9 WOLFE (weak): th(8404950.70603874)=-2.463289339095354; dx=-2.2866575850635026E-9 evalInputDelta=1.1175870895385742E-8 WOLFE (weak): th(8405011.585891454)=-2.463289339095354; dx=-2.2871662444259737E-9 evalInputDelta=1.1175870895385742E-8 mu ~= nu (8405011.585891454): th(3989822.0274881194)=-2.463582009077072 Fitness changed from -2.463289327919483 to -2.463582009077072 Iteration 15 complete. Error: -2.463582009077072 Total: 460.6382; Orientation: 0.7073; Line Search: 440.0421 Iteration 15 ![Iteration 15](etc/61e82858-76a2-4922-8a48-f0e4bae46c09.jpg) Adding measurement 86a5474 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.244e+04, gradient 4.909e-05, dot -0.988; [6d71cd61-8932-4570-bed4-a54dc169d88f = 1.000/1.000e+00] Orientation rejected. Popping history element from -2.46205123513937, -2.462811443954706, -2.463289327919483, -2.463582009077072 LBFGS Accumulation History: 3 points Removed measurement 45fc4be7 to history. Total: 4 th(0)=-2.463582009077072;dx=-2.4068599085755035E-9 Armijo: th(1.8108114111597754E7)=-2.4597604013979435; dx=-2.1081651790630453E-9 evalInputDelta=-0.003821607679128647 Armijo: th(9054057.055798877)=-2.463005281984806; dx=-2.2520957691657764E-9 evalInputDelta=-5.767270922660828E-4 New Minimum: -2.463582009077072 > -2.463694006204605 WOLFE (weak): th(3018019.0185996257)=-2.463694006204605; dx=-2.3517849663007266E-9 evalInputDelta=1.1199712753295898E-4 Armijo: th(6036038.037199251)=-2.4634928852319717; dx=-2.298607982010058E-9 evalInputDelta=-8.912384510040283E-5 WOLFE (weak): th(4527028.5278994385)=-2.4636301398277283; dx=-2.323792234708569E-9 evalInputDelta=4.813075065612793E-5 Armijo: th(5281533.282549345)=-2.463570348918438; dx=-2.312146308718468E-9 evalInputDelta=-1.1660158634185791E-5 WOLFE (weak): th(4904280.905224392)=-2.4636024683713913; dx=-2.3170303669248047E-9 evalInputDelta=2.0459294319152832E-5 WOLFE (weak): th(5092907.093886869)=-2.463586952537298; dx=-2.314575889048571E-9 evalInputDelta=4.94346022605896E-6 Armijo: th(5187220.188218107)=-2.463578797876835; dx=-2.31317559147759E-9 evalInputDelta=-3.21120023727417E-6 WOLFE (weak): th(5140063.641052488)=-2.463582992553711; dx=-2.3138529861688333E-9 evalInputDelta=9.834766387939453E-7 Armijo: th(5163641.914635298)=-2.4635807648301125; dx=-2.313532304814853E-9 evalInputDelta=-1.2442469596862793E-6 Armijo: th(5151852.777843893)=-2.46358185634017; dx=-2.313586624155017E-9 evalInputDelta=-1.5273690223693848E-7 WOLFE (weak): th(5145958.20944819)=-2.463582433760166; dx=-2.3140934776932993E-9 evalInputDelta=4.246830940246582E-7 WOLFE (weak): th(5148905.4936460415)=-2.46358210593462; dx=-2.313968027857595E-9 evalInputDelta=9.685754776000977E-8 WOLFE (weak): th(5150379.135744967)=-2.46358210593462; dx=-2.3134189745339372E-9 evalInputDelta=9.685754776000977E-8 Armijo: th(5151115.95679443)=-2.463581893593073; dx=-2.3138691205520668E-9 evalInputDelta=-1.1548399925231934E-7 Armijo: th(5150747.546269698)=-2.463581994175911; dx=-2.313674636088539E-9 evalInputDelta=-1.4901161193847656E-8 WOLFE (weak): th(5150563.341007332)=-2.4635820351541042; dx=-2.3137097820780375E-9 evalInputDelta=2.60770320892334E-8 Armijo: th(5150655.443638515)=-2.463582009077072; dx=-2.31359395854972E-9 evalInputDelta=0.0 WOLFE (weak): th(5150609.392322924)=-2.4635820351541042; dx=-2.3129214707245296E-9 evalInputDelta=2.60770320892334E-8 mu ~= nu (5150609.392322924): th(3018019.0185996257)=-2.463694006204605 Fitness changed from -2.463582009077072 to -2.463694006204605 Iteration 16 complete. Error: -2.463694006204605 Total: 458.0440; Orientation: 0.6957; Line Search: 437.2525 Adding measurement 220e38a5 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.241e+04, gradient 4.889e-05, dot -0.990; [6d71cd61-8932-4570-bed4-a54dc169d88f = 1.000/1.000e+00] Orientation rejected. Popping history element from -2.462811443954706, -2.463289327919483, -2.463582009077072, -2.463694006204605 LBFGS Accumulation History: 3 points Removed measurement 2cc00efb to history. Total: 4 th(0)=-2.463694006204605;dx=-2.387560070200021E-9 Armijo: th(1.1096701156900464E7)=-2.4624686762690544; dx=-2.201544313654485E-9 evalInputDelta=-0.0012253299355506897 Armijo: th(5548350.578450232)=-2.4635480865836143; dx=-2.289707503634207E-9 evalInputDelta=-1.4591962099075317E-4 New Minimum: -2.463694006204605 > -2.4637466147542 WOLFE (weak): th(1849450.1928167439)=-2.4637466147542; dx=-2.3479257861352536E-9 evalInputDelta=5.260854959487915E-5 WOLFE (weak): th(3698900.3856334877)=-2.4636968672275543; dx=-2.3175061936263598E-9 evalInputDelta=2.86102294921875E-6 Armijo: th(4623625.48204186)=-2.46363377943635; dx=-2.3044260122123904E-9 evalInputDelta=-6.0226768255233765E-5 Armijo: th(4161262.9338376736)=-2.463668242096901; dx=-2.311076724689955E-9 evalInputDelta=-2.5764107704162598E-5 Armijo: th(3930081.659735581)=-2.4636832028627396; dx=-2.3132805345378737E-9 evalInputDelta=-1.080334186553955E-5 Armijo: th(3814491.022684534)=-2.463690400123596; dx=-2.3168953541454987E-9 evalInputDelta=-3.606081008911133E-6 Armijo: th(3756695.704159011)=-2.463693507015705; dx=-2.3173016121201485E-9 evalInputDelta=-4.991888999938965E-7 WOLFE (weak): th(3727798.0448962497)=-2.4636951498687267; dx=-2.317327174875748E-9 evalInputDelta=1.1436641216278076E-6 WOLFE (weak): th(3742246.8745276304)=-2.463694266974926; dx=-2.312537694386169E-9 evalInputDelta=2.60770320892334E-7 Armijo: th(3749471.2893433208)=-2.463693778961897; dx=-2.316635395530454E-9 evalInputDelta=-2.2724270820617676E-7 WOLFE (weak): th(3745859.0819354756)=-2.4636941514909267; dx=-2.3159014537016617E-9 evalInputDelta=1.4528632164001465E-7 WOLFE (weak): th(3747665.185639398)=-2.4636940844357014; dx=-2.316448522496014E-9 evalInputDelta=7.82310962677002E-8 Armijo: th(3748568.2374913595)=-2.463693931698799; dx=-2.3168110111564127E-9 evalInputDelta=-7.450580596923828E-8 Armijo: th(3748116.711565379)=-2.463693991303444; dx=-2.3173203793121386E-9 evalInputDelta=-1.4901161193847656E-8 WOLFE (weak): th(3747890.9486023886)=-2.4636940360069275; dx=-2.3162297824812484E-9 evalInputDelta=2.9802322387695312E-8 WOLFE (weak): th(3748003.830083884)=-2.4636940099298954; dx=-2.3168503857517304E-9 evalInputDelta=3.725290298461914E-9 Armijo: th(3748060.2708246317)=-2.4636939726769924; dx=-2.3175967013232443E-9 evalInputDelta=-3.3527612686157227E-8 Armijo: th(3748032.050454258)=-2.463694002479315; dx=-2.3172658264858452E-9 evalInputDelta=-3.725290298461914E-9 mu ~= nu (3748003.830083884): th(1849450.1928167439)=-2.4637466147542 Fitness changed from -2.463694006204605 to -2.4637466147542 Iteration 17 complete. Error: -2.4637466147542 Total: 459.3095; Orientation: 0.7058; Line Search: 438.7581 Adding measurement 50a5d3f2 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.042e+04, gradient 4.869e-05, dot -0.993; [6d71cd61-8932-4570-bed4-a54dc169d88f = 1.000/1.000e+00] Orientation rejected. Popping history element from -2.463289327919483, -2.463582009077072, -2.463694006204605, -2.4637466147542 LBFGS Accumulation History: 3 points Removed measurement 44fffb3c to history. Total: 4 th(0)=-2.4637466147542;dx=-2.367628969848237E-9 Armijo: th(8074859.869377535)=-2.4631038568913937; dx=-2.23208881047246E-9 evalInputDelta=-6.427578628063202E-4 Armijo: th(4037429.9346887674)=-2.4636688120663166; dx=-2.2957251055294927E-9 evalInputDelta=-7.780268788337708E-5 New Minimum: -2.4637466147542 > -2.46377369761467 WOLFE (weak): th(1345809.978229589)=-2.46377369761467; dx=-2.3425483570031036E-9 evalInputDelta=2.7082860469818115E-5 Armijo: th(2691619.956459178)=-2.4637458957731724; dx=-2.3190571248369457E-9 evalInputDelta=-7.189810276031494E-7 WOLFE (weak): th(2018714.9673443837)=-2.463766410946846; dx=-2.3291924500112416E-9 evalInputDelta=1.979619264602661E-5 WOLFE (weak): th(2355167.461901781)=-2.463757675141096; dx=-2.325909403401864E-9 evalInputDelta=1.1060386896133423E-5 WOLFE (weak): th(2523393.70918048)=-2.4637521505355835; dx=-2.3220129025799855E-9 evalInputDelta=5.535781383514404E-6 WOLFE (weak): th(2607506.8328198288)=-2.463749062269926; dx=-2.3208554201144823E-9 evalInputDelta=2.4475157260894775E-6 WOLFE (weak): th(2649563.394639503)=-2.463747415691614; dx=-2.320661924756266E-9 evalInputDelta=8.009374141693115E-7 WOLFE (weak): th(2670591.6755493404)=-2.4637466967105865; dx=-2.3200029664914287E-9 evalInputDelta=8.195638656616211E-8 Armijo: th(2681105.8160042595)=-2.463746339082718; dx=-2.3195355760343206E-9 evalInputDelta=-2.7567148208618164E-7 Armijo: th(2675848.7457768)=-2.463746413588524; dx=-2.3191892290896098E-9 evalInputDelta=-2.0116567611694336E-7 Armijo: th(2673220.21066307)=-2.463746525347233; dx=-2.3192159691387977E-9 evalInputDelta=-8.940696716308594E-8 Armijo: th(2671905.943106205)=-2.4637465737760067; dx=-2.3195963328721263E-9 evalInputDelta=-4.0978193283081055E-8 WOLFE (weak): th(2671248.809327773)=-2.4637466222047806; dx=-2.3191947917707333E-9 evalInputDelta=7.450580596923828E-9 WOLFE (weak): th(2671577.376216989)=-2.463746652007103; dx=-2.319445860331989E-9 evalInputDelta=3.725290298461914E-8 WOLFE (weak): th(2671741.659661597)=-2.4637466222047806; dx=-2.3195827018750088E-9 evalInputDelta=7.450580596923828E-9 Armijo: th(2671823.8013839014)=-2.4637465961277485; dx=-2.319136098772983E-9 evalInputDelta=-1.862645149230957E-8 Armijo: th(2671782.730522749)=-2.463746599853039; dx=-2.3202021920583942E-9 evalInputDelta=-1.4901161193847656E-8 Armijo: th(2671762.1950921733)=-2.463746592402458; dx=-2.3201634294691194E-9 evalInputDelta=-2.2351741790771484E-8 mu ~= nu (2671741.659661597): th(1345809.978229589)=-2.46377369761467 Fitness changed from -2.4637466147542 to -2.46377369761467 Iteration 18 complete. Error: -2.46377369761467 Total: 462.2488; Orientation: 0.7035; Line Search: 441.9755 Final threshold in iteration 18: -2.46377369761467 (> -Infinity) after 3904.726s (< 3600.000s)