Reset training subject: 9312005530348 Reset training subject: 9319966522078 Adding measurement 275d8841 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=0.25197482109069824;dx=-2.7279234434484866E-8 New Minimum: 0.25197482109069824 > 0.25197458267211914 WOLFE (weak): th(2.154434690031884)=0.25197458267211914; dx=-2.7278187187831288E-8 evalInputDelta=2.384185791015625E-7 WOLFE (weak): th(4.308869380063768)=0.25197461247444153; dx=-2.727852139776644E-8 evalInputDelta=2.086162567138672E-7 New Minimum: 0.25197458267211914 > 0.25197434425354004 WOLFE (weak): th(12.926608140191302)=0.25197434425354004; dx=-2.728423338336283E-8 evalInputDelta=4.76837158203125E-7 New Minimum: 0.25197434425354004 > 0.2519734799861908 WOLFE (weak): th(51.70643256076521)=0.2519734799861908; dx=-2.7267881568959857E-8 evalInputDelta=1.341104507446289E-6 New Minimum: 0.2519734799861908 > 0.25196826457977295 WOLFE (weak): th(258.53216280382605)=0.25196826457977295; dx=-2.7276806387926403E-8 evalInputDelta=6.556510925292969E-6 New Minimum: 0.25196826457977295 > 0.25193536281585693 WOLFE (weak): th(1551.1929768229563)=0.25193536281585693; dx=-2.7276911974462273E-8 evalInputDelta=3.9458274841308594E-5 New Minimum: 0.25193536281585693 > 0.25169944763183594 WOLFE (weak): th(10858.350837760694)=0.25169944763183594; dx=-2.727677132031781E-8 evalInputDelta=2.753734588623047E-4 New Minimum: 0.25169944763183594 > 0.24977564811706543 WOLFE (weak): th(86866.80670208555)=0.24977564811706543; dx=-2.722203622432259E-8 evalInputDelta=0.0021991729736328125 New Minimum: 0.24977564811706543 > 0.23235434293746948 WOLFE (weak): th(781801.26031877)=0.23235434293746948; dx=-2.6856255187433463E-8 evalInputDelta=0.01962047815322876 New Minimum: 0.23235434293746948 > 0.07538577914237976 END: th(7818012.6031877)=0.07538577914237976; dx=-2.294728627330017E-8 evalInputDelta=0.17658904194831848 Fitness changed from 0.25197482109069824 to 0.07538577914237976 Iteration 1 complete. Error: 0.07538577914237976 Total: 113.7097; Orientation: 0.0353; Line Search: 89.7629 Iteration 1 ![Iteration 1](etc/ebc11342-b6a7-48b9-a6da-ae5619200678.jpg) Adding measurement 13b1dabd to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=0.07538577914237976;dx=-2.1672985370033937E-8 New Minimum: 0.07538577914237976 > -0.179512619972229 END: th(1.684339755941405E7)=-0.179512619972229; dx=-1.5666584640649926E-8 evalInputDelta=0.25489839911460876 Fitness changed from 0.07538577914237976 to -0.179512619972229 Iteration 2 complete. Error: -0.179512619972229 Total: 24.9212; Orientation: 0.0355; Line Search: 16.2722 Iteration 2 ![Iteration 2](etc/f7eb7a70-d807-42b6-8de0-3e7b833f21b5.jpg) Adding measurement 22bf5597 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=-0.179512619972229;dx=-1.530312169260466E-8 New Minimum: -0.179512619972229 > -0.4560065418481827 END: th(3.6288E7)=-0.4560065418481827; dx=-8.696499053269178E-9 evalInputDelta=0.2764939218759537 Fitness changed from -0.179512619972229 to -0.4560065418481827 Iteration 3 complete. Error: -0.4560065418481827 Total: 24.6370; Orientation: 0.0355; Line Search: 16.4895 Iteration 3 ![Iteration 3](etc/68dbdd39-af5f-429f-a3d0-efe69b63e7c8.jpg) Adding measurement 5cc5f977 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.416e+04, gradient 1.057e-04, dot -0.749; [e296b433-e140-425e-9a0e-9c20a475286a = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.4560065418481827, -0.179512619972229, 0.07538577914237976, 0.25197482109069824 LBFGS Accumulation History: 3 points Removed measurement 5cc5f977 to history. Total: 3 th(0)=-0.4560065418481827;dx=-1.114950679774399E-8 New Minimum: -0.4560065418481827 > -0.5857971906661987 END: th(7.8180126031877E7)=-0.5857971906661987; dx=-3.4294381457643848E-9 evalInputDelta=0.12979064881801605 Fitness changed from -0.4560065418481827 to -0.5857971906661987 Iteration 4 complete. Error: -0.5857971906661987 Total: 25.7715; Orientation: 0.8186; Line Search: 16.1275 Iteration 4 ![Iteration 4](etc/b68fcf9d-7215-4fab-9687-775dd2d1cb24.jpg) Adding measurement 32d6d84b to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.083e+04, gradient 1.066e-04, dot -0.502; [e296b433-e140-425e-9a0e-9c20a475286a = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.5857971906661987, -0.179512619972229, 0.07538577914237976, 0.25197482109069824 LBFGS Accumulation History: 3 points Removed measurement 32d6d84b to history. Total: 3 th(0)=-0.5857971906661987;dx=-1.1335461463319422E-8 Armijo: th(1.6843397559414053E8)=0.03651225566864014; dx=6.980497132067921E-10 evalInputDelta=-0.6223094463348389 New Minimum: -0.5857971906661987 > -0.6297255903482437 END: th(8.421698779707026E7)=-0.6297255903482437; dx=-1.1412957867493692E-9 evalInputDelta=0.04392839968204498 Fitness changed from -0.5857971906661987 to -0.6297255903482437 Iteration 5 complete. Error: -0.6297255903482437 Total: 34.6095; Orientation: 0.8080; Line Search: 24.8346 Iteration 5 ![Iteration 5](etc/fc934c65-3332-475f-ac85-529fe675c753.jpg) Adding measurement 303aebf5 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.222e+04, gradient 1.084e-04, dot -0.414; [e296b433-e140-425e-9a0e-9c20a475286a = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.6297255903482437, -0.179512619972229, 0.07538577914237976, 0.25197482109069824 LBFGS Accumulation History: 3 points Removed measurement 303aebf5 to history. Total: 3 th(0)=-0.6297255903482437;dx=-1.1731260909536544E-8 Armijo: th(1.8144000000000003E8)=0.244064062833786; dx=2.276018774072344E-9 evalInputDelta=-0.8737896531820297 New Minimum: -0.6297255903482437 > -0.6934824585914612 WOLF (strong): th(9.072000000000001E7)=-0.6934824585914612; dx=7.594459575005929E-11 evalInputDelta=0.06375686824321747 New Minimum: -0.6934824585914612 > -0.863062396645546 END: th(3.0240000000000004E7)=-0.863062396645546; dx=-6.458570371042962E-9 evalInputDelta=0.23333680629730225 Fitness changed from -0.6297255903482437 to -0.863062396645546 Iteration 6 complete. Error: -0.863062396645546 Total: 40.3874; Orientation: 0.8091; Line Search: 31.4974 Adding measurement 9badced to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.534e+04, gradient 8.465e-05, dot -0.518; [e296b433-e140-425e-9a0e-9c20a475286a = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.863062396645546, -0.179512619972229, 0.07538577914237976, 0.25197482109069824 LBFGS Accumulation History: 3 points Removed measurement 9badced to history. Total: 3 th(0)=-0.863062396645546;dx=-7.153227112409333E-9 New Minimum: -0.863062396645546 > -0.9977723509073257 END: th(6.515010502656417E7)=-0.9977723509073257; dx=-2.4484706896218836E-9 evalInputDelta=0.13470995426177979 Fitness changed from -0.863062396645546 to -0.9977723509073257 Iteration 7 complete. Error: -0.9977723509073257 Total: 25.6506; Orientation: 0.8114; Line Search: 16.8260 Adding measurement 51565d91 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.729e+04, gradient 8.286e-05, dot -0.486; [e296b433-e140-425e-9a0e-9c20a475286a = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.9977723509073257, -0.179512619972229, 0.07538577914237976, 0.25197482109069824 LBFGS Accumulation History: 3 points Removed measurement 51565d91 to history. Total: 3 th(0)=-0.9977723509073257;dx=-6.851848548792675E-9 Armijo: th(1.4036164632845047E8)=-0.7097585201263428; dx=2.2160703280872093E-10 evalInputDelta=-0.28801383078098297 New Minimum: -0.9977723509073257 > -1.0616036653518677 END: th(7.018082316422524E7)=-1.0616036653518677; dx=-1.4192949764632233E-9 evalInputDelta=0.06383131444454193 Fitness changed from -0.9977723509073257 to -1.0616036653518677 Iteration 8 complete. Error: -1.0616036653518677 Total: 34.4632; Orientation: 0.8113; Line Search: 26.1315 Adding measurement 3f1719fb to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.880e+04, gradient 8.385e-05, dot -0.446; [e296b433-e140-425e-9a0e-9c20a475286a = 1.000/1.000e+00] Orientation rejected. Popping history element from -1.0616036653518677, -0.179512619972229, 0.07538577914237976, 0.25197482109069824 LBFGS Accumulation History: 3 points Removed measurement 3f1719fb to history. Total: 3 th(0)=-1.0616036653518677;dx=-7.015902452440156E-9 Armijo: th(1.5120000000000006E8)=-0.6331610083580017; dx=1.084914297237002E-9 evalInputDelta=-0.42844265699386597 New Minimum: -1.0616036653518677 > -1.1076694130897522 END: th(7.560000000000003E7)=-1.1076694130897522; dx=-5.287576593623377E-10 evalInputDelta=0.04606574773788452 Fitness changed from -1.0616036653518677 to -1.1076694130897522 Iteration 9 complete. Error: -1.1076694130897522 Total: 34.8716; Orientation: 0.8138; Line Search: 25.3377 Adding measurement 288b2d9c to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.952e+04, gradient 8.605e-05, dot -0.397; [e296b433-e140-425e-9a0e-9c20a475286a = 1.000/1.000e+00] Orientation rejected. Popping history element from -1.1076694130897522, -0.179512619972229, 0.07538577914237976, 0.25197482109069824 LBFGS Accumulation History: 3 points Removed measurement 288b2d9c to history. Total: 3 th(0)=-1.1076694130897522;dx=-7.393146513796859E-9 Armijo: th(1.6287526256641048E8)=-0.49761322140693665; dx=1.8050875463811225E-9 evalInputDelta=-0.6100561916828156 New Minimum: -1.1076694130897522 > -1.111985296010971 WOLF (strong): th(8.143763128320524E7)=-1.111985296010971; dx=1.3071335275870808E-10 evalInputDelta=0.004315882921218872 New Minimum: -1.111985296010971 > -1.2307092249393463 END: th(2.7145877094401747E7)=-1.2307092249393463; dx=-4.1616056335900026E-9 evalInputDelta=0.12303981184959412 Fitness changed from -1.1076694130897522 to -1.2307092249393463 Iteration 10 complete. Error: -1.2307092249393463 Total: 41.2251; Orientation: 0.8160; Line Search: 32.3334 Iteration 10 ![Iteration 10](etc/9556c771-cea0-4316-8011-76d6fb035c6d.jpg) Final threshold in iteration 11: -1.2307092249393463 (> -Infinity) after 400.478s (< 3600.000s)