Reset training subject: 3030656383230 Reset training subject: 3058689366624 Adding measurement 2673ce79 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=2.2836386218349425;dx=-1.4756934463273207E-7 New Minimum: 2.2836386218349425 > 2.283638581578166 WOLFE (weak): th(2.154434690031884)=2.283638581578166; dx=-1.4654904740433725E-7 evalInputDelta=4.0256776578928566E-8 Armijo: th(4.308869380063768)=2.2836386234721657; dx=-1.4645992511492294E-7 evalInputDelta=-1.637223245865016E-9 Armijo: th(3.2316520350478255)=2.2836386620917186; dx=-1.4646938841799622E-7 evalInputDelta=-4.0256776134839356E-8 Armijo: th(2.6930433625398544)=2.2836386620917186; dx=-1.464688588979692E-7 evalInputDelta=-4.0256776134839356E-8 WOLFE (weak): th(2.423739026285869)=2.2836386189822937; dx=-1.4665378233079904E-7 evalInputDelta=2.852648783857603E-9 Armijo: th(2.5583911944128617)=2.283638648784616; dx=-1.4655065109384562E-7 evalInputDelta=-2.694967360383771E-8 Armijo: th(2.491065110349365)=2.283638648784616; dx=-1.4648510010253122E-7 evalInputDelta=-2.694967360383771E-8 WOLFE (weak): th(2.457402068317617)=2.2836386189822937; dx=-1.4667006103850727E-7 evalInputDelta=2.852648783857603E-9 Armijo: th(2.4742335893334912)=2.283638648784616; dx=-1.4652526775760158E-7 evalInputDelta=-2.694967360383771E-8 Armijo: th(2.4658178288255543)=2.283638648784616; dx=-1.4644740032431503E-7 evalInputDelta=-2.694967360383771E-8 WOLFE (weak): th(2.461609948571586)=2.2836386189822937; dx=-1.464696198131799E-7 evalInputDelta=2.852648783857603E-9 WOLFE (weak): th(2.46371388869857)=2.2836386189822937; dx=-1.4636521102101695E-7 evalInputDelta=2.852648783857603E-9 Armijo: th(2.4647658587620622)=2.283638648784616; dx=-1.4666115311729613E-7 evalInputDelta=-2.694967360383771E-8 Armijo: th(2.464239873730316)=2.283638648784616; dx=-1.4650296938182156E-7 evalInputDelta=-2.694967360383771E-8 WOLFE (weak): th(2.4639768812144434)=2.2836386189822937; dx=-1.4654458878157375E-7 evalInputDelta=2.852648783857603E-9 Armijo: th(2.46410837747238)=2.283638648784616; dx=-1.4645434270589552E-7 evalInputDelta=-2.694967360383771E-8 WOLFE (weak): th(2.4640426293434117)=2.2836386189822937; dx=-1.4654400974748037E-7 evalInputDelta=2.852648783857603E-9 Armijo: th(2.464075503407896)=2.283638648784616; dx=-1.4643772225386668E-7 evalInputDelta=-2.694967360383771E-8 WOLFE (weak): th(2.464059066375654)=2.2836386189822937; dx=-1.4646729807956636E-7 evalInputDelta=2.852648783857603E-9 mu ~= nu (2.464059066375654): th(2.154434690031884)=2.283638581578166 Fitness changed from 2.2836386218349425 to 2.283638581578166 Iteration 1 complete. Error: 2.283638581578166 Total: 688.2003; Orientation: 0.3208; Line Search: 604.2685 Iteration 1 ![Iteration 1](etc/d2b3eaf5-cdba-4b60-a01c-c0c74eb9e2a2.jpg) Adding measurement 5fefc7ba to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=2.283638581578166;dx=-1.4767131128197202E-7 New Minimum: 2.283638581578166 > 2.2836382437011666 WOLFE (weak): th(5.308672037143517)=2.2836382437011666; dx=-1.4659396910806138E-7 evalInputDelta=3.378769992679054E-7 New Minimum: 2.2836382437011666 > 2.2836375041029577 WOLFE (weak): th(10.617344074287034)=2.2836375041029577; dx=-1.4651870997480707E-7 evalInputDelta=1.0774752081665895E-6 New Minimum: 2.2836375041029577 > 2.2836324677266244 WOLFE (weak): th(31.852032222861105)=2.2836324677266244; dx=-1.4660261799160016E-7 evalInputDelta=6.113851541478255E-6 New Minimum: 2.2836324677266244 > 2.2836123681505947 WOLFE (weak): th(127.40812889144442)=2.2836123681505947; dx=-1.4644600803618447E-7 evalInputDelta=2.6213427571253334E-5 New Minimum: 2.2836123681505947 > 2.283509177789683 WOLFE (weak): th(637.0406444572221)=2.283509177789683; dx=-1.4661426635275156E-7 evalInputDelta=1.29403788482918E-4 New Minimum: 2.283509177789683 > 2.2828636167004257 WOLFE (weak): th(3822.2438667433325)=2.2828636167004257; dx=-1.4671652507060816E-7 evalInputDelta=7.74964877740203E-4 New Minimum: 2.2828636167004257 > 2.278216967419322 WOLFE (weak): th(26755.70706720333)=2.278216967419322; dx=-1.4630580325735673E-7 evalInputDelta=0.0054216141588439015 New Minimum: 2.278216967419322 > 2.2403857698946474 WOLFE (weak): th(214045.65653762664)=2.2403857698946474; dx=-1.4548051933296847E-7 evalInputDelta=0.043252811683518466 New Minimum: 2.2403857698946474 > 1.9041633219177951 WOLFE (weak): th(1926410.9088386397)=1.9041633219177951; dx=-1.384832056861721E-7 evalInputDelta=0.37947525966037077 New Minimum: 1.9041633219177951 > -0.6477191575682495 END: th(1.9264109088386398E7)=-0.6477191575682495; dx=-8.285279081195312E-8 evalInputDelta=2.9313577391464154 Fitness changed from 2.283638581578166 to -0.6477191575682495 Iteration 2 complete. Error: -0.6477191575682495 Total: 347.6899; Orientation: 0.3179; Line Search: 319.1220 Iteration 2 ![Iteration 2](etc/6a22162c-95d4-403a-8a87-43cdc51451f9.jpg) Adding measurement 4d5123f3 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=-0.6477191575682495;dx=-8.105670697087439E-8 New Minimum: -0.6477191575682495 > -3.944728039650278 END: th(4.150326489257815E7)=-3.944728039650278; dx=-4.1689563833030984E-8 evalInputDelta=3.2970088820820287 Fitness changed from -0.6477191575682495 to -3.944728039650278 Iteration 3 complete. Error: -3.944728039650278 Total: 86.9507; Orientation: 0.3117; Line Search: 58.0185 Iteration 3 ![Iteration 3](etc/50a9c21f-eacc-43fb-9a4d-73fc9602078f.jpg) Adding measurement 4a8cb19b to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.392e+04, gradient 2.199e-04, dot -0.731; [f41d2960-b03b-4bc4-ba7e-98fe24d51f8e = 1.000/1.000e+00] Orientation rejected. Popping history element from -3.944728039650278, -0.6477191575682495, 2.283638581578166, 2.2836386218349425 LBFGS Accumulation History: 3 points Removed measurement 4a8cb19b to history. Total: 3 th(0)=-3.944728039650278;dx=-4.831480945058397E-8 New Minimum: -3.944728039650278 > -6.58684857825388 END: th(8.941607363415277E7)=-6.58684857825388; dx=-7.083256571324919E-9 evalInputDelta=2.642120538603602 Fitness changed from -3.944728039650278 to -6.58684857825388 Iteration 4 complete. Error: -6.58684857825388 Total: 92.5814; Orientation: 6.6616; Line Search: 57.7813 Iteration 4 ![Iteration 4](etc/9c4dc497-ae6e-4940-8f83-1ff0bc2ea59b.jpg) Adding measurement 1990b12c to history. Total: 3 Rejected: LBFGS Orientation magnitude: 7.542e+03, gradient 1.527e-04, dot -0.318; [f41d2960-b03b-4bc4-ba7e-98fe24d51f8e = 1.000/1.000e+00] Orientation rejected. Popping history element from -6.58684857825388, -0.6477191575682495, 2.283638581578166, 2.2836386218349425 LBFGS Accumulation History: 3 points Removed measurement 1990b12c to history. Total: 3 th(0)=-6.58684857825388;dx=-2.329931714216695E-8 New Minimum: -6.58684857825388 > -7.60906464371949 END: th(1.9264109088386402E8)=-7.60906464371949; dx=3.7088851084717775E-9 evalInputDelta=1.02221606546561 Fitness changed from -6.58684857825388 to -7.60906464371949 Iteration 5 complete. Error: -7.60906464371949 Total: 92.3429; Orientation: 6.7213; Line Search: 58.6124 Iteration 5 ![Iteration 5](etc/c45fa915-5e62-41b0-97d5-7e4e4efac759.jpg) Adding measurement 3076c8bf to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.585e+03, gradient 1.488e-04, dot -0.161; [f41d2960-b03b-4bc4-ba7e-98fe24d51f8e = 1.000/1.000e+00] Orientation rejected. Popping history element from -7.60906464371949, -0.6477191575682495, 2.283638581578166, 2.2836386218349425 LBFGS Accumulation History: 3 points Removed measurement 3076c8bf to history. Total: 3 th(0)=-7.60906464371949;dx=-2.2078317294179518E-8 Armijo: th(4.1503264892578155E8)=-4.192371415581121; dx=2.1065228612537054E-8 evalInputDelta=-3.416693228138369 New Minimum: -7.60906464371949 > -8.0969333584227 END: th(2.0751632446289077E8)=-8.0969333584227; dx=8.584417414225812E-9 evalInputDelta=0.48786871470320925 Fitness changed from -7.60906464371949 to -8.0969333584227 Iteration 6 complete. Error: -8.0969333584227 Total: 120.9056; Orientation: 6.7216; Line Search: 86.4633 Adding measurement eccc51 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 7.608e+03, gradient 1.497e-04, dot -0.240; [f41d2960-b03b-4bc4-ba7e-98fe24d51f8e = 1.000/1.000e+00] Orientation rejected. Popping history element from -8.0969333584227, -0.6477191575682495, 2.283638581578166, 2.2836386218349425 LBFGS Accumulation History: 3 points Removed measurement eccc51 to history. Total: 3 th(0)=-8.0969333584227;dx=-2.2385977791495136E-8 Armijo: th(4.470803681707639E8)=-3.6654054905855795; dx=1.8023375848651216E-8 evalInputDelta=-4.43152786783712 Armijo: th(2.2354018408538195E8)=-7.92189872806671; dx=1.1294092932436339E-8 evalInputDelta=-0.17503463035598976 New Minimum: -8.0969333584227 > -9.15337897424774 END: th(7.451339469512732E7)=-9.15337897424774; dx=-1.2930773405945913E-9 evalInputDelta=1.0564456158250408 Fitness changed from -8.0969333584227 to -9.15337897424774 Iteration 7 complete. Error: -9.15337897424774 Total: 150.9032; Orientation: 6.5843; Line Search: 116.4664 Adding measurement 5933cbf6 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.509e+03, gradient 7.870e-05, dot -0.214; [f41d2960-b03b-4bc4-ba7e-98fe24d51f8e = 1.000/1.000e+00] Orientation rejected. Popping history element from -9.15337897424774, -0.6477191575682495, 2.283638581578166, 2.2836386218349425 LBFGS Accumulation History: 3 points Removed measurement 5933cbf6 to history. Total: 3 th(0)=-9.15337897424774;dx=-6.192850216571575E-9 New Minimum: -9.15337897424774 > -9.440489570205921 END: th(1.6053424240322006E8)=-9.440489570205921; dx=1.300245076329673E-9 evalInputDelta=0.2871105959581808 Fitness changed from -9.15337897424774 to -9.440489570205921 Iteration 8 complete. Error: -9.440489570205921 Total: 92.9395; Orientation: 6.5619; Line Search: 58.6623 Adding measurement 38c18964 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.592e+03, gradient 9.113e-05, dot -0.182; [f41d2960-b03b-4bc4-ba7e-98fe24d51f8e = 1.000/1.000e+00] Orientation rejected. Popping history element from -9.440489570205921, -0.6477191575682495, 2.283638581578166, 2.2836386218349425 LBFGS Accumulation History: 3 points Removed measurement 38c18964 to history. Total: 3 th(0)=-9.440489570205921;dx=-8.284801026310204E-9 Armijo: th(3.4586054077148473E8)=-6.728520123123286; dx=8.948745201365451E-9 evalInputDelta=-2.7119694470826348 Armijo: th(1.7293027038574237E8)=-8.93229208535208; dx=8.35429198071889E-9 evalInputDelta=-0.5081974848538415 New Minimum: -9.440489570205921 > -9.734009299396813 END: th(5.764342346191412E7)=-9.734009299396813; dx=1.6439519559155327E-10 evalInputDelta=0.2935197291908924 Fitness changed from -9.440489570205921 to -9.734009299396813 Iteration 9 complete. Error: -9.734009299396813 Total: 149.0428; Orientation: 6.6072; Line Search: 115.0796 Adding measurement ce324dc to history. Total: 3 Rejected: LBFGS Orientation magnitude: 6.619e+03, gradient 6.063e-05, dot -0.348; [f41d2960-b03b-4bc4-ba7e-98fe24d51f8e = 1.000/1.000e+00] Orientation rejected. Popping history element from -9.734009299396813, -0.6477191575682495, 2.283638581578166, 2.2836386218349425 LBFGS Accumulation History: 3 points Removed measurement ce324dc to history. Total: 3 th(0)=-9.734009299396813;dx=-3.670165447020463E-9 New Minimum: -9.734009299396813 > -9.838074330583378 END: th(1.2418899115854557E8)=-9.838074330583378; dx=5.708810857583811E-10 evalInputDelta=0.10406503118656474 Fitness changed from -9.734009299396813 to -9.838074330583378 Iteration 10 complete. Error: -9.838074330583378 Total: 91.8628; Orientation: 6.5929; Line Search: 57.6044 Iteration 10 ![Iteration 10](etc/4afe63eb-936e-43c4-bb66-c37432bcd553.jpg) Final threshold in iteration 11: -9.838074330583378 (> -Infinity) after 1913.850s (< 5400.000s)