Reset training subject: 1089081816060900
Reset training subject: 1089134242850000
Adding measurement 39b5d60 to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=1.6322704207634136;dx=-1.1538925758939153E-7
New Minimum: 1.6322704207634136 > 1.6322703909610912
WOLFE (weak): th(2.154434690031884)=1.6322703909610912; dx=-1.1434208563749825E-7 evalInputDelta=2.9802322387695312E-8
New Minimum: 1.6322703909610912 > 1.6322701823448345
WOLFE (weak): th(4.308869380063768)=1.6322701823448345; dx=-1.1434203355936921E-7 evalInputDelta=2.384185791015625E-7
New Minimum: 1.6322701823448345 > 1.6322687244097254
WOLFE (weak): th(12.926608140191302)=1.6322687244097254; dx=-1.1434189680952973E-7 evalInputDelta=1.6963536881853258E-6
New Minimum: 1.6322687244097254 > 1.632264407830355
WOLFE (weak): th(51.70643256076521)=1.632264407830355; dx=-1.1434137013952224E-7 evalInputDelta=6.012933058574532E-6
New Minimum: 1.632264407830355 > 1.632240932486031
WOLFE (weak): th(258.53216280382605)=1.632240932486031; dx=-1.1434009174293087E-7 evalInputDelta=2.9488277382583306E-5
New Minimum: 1.632240932486031 > 1.6320928551065643
WOLFE (weak): th(1551.1929768229563)=1.6320928551065643; dx=-1.1432605179652403E-7 evalInputDelta=1.775656568492323E-4
New Minimum: 1.6320928551065643 > 1.6310296945899947
WOLFE (weak): th(10858.350837760694)=1.6310296945899947; dx=-1.142040084266207E-7 evalInputDelta=0.0012407261734188602
New Minimum: 1.6310296945899947 > 1.622383385455556
WOLFE (weak): th(86866.80670208555)=1.622383385455556; dx=-1.132909223343937E-7 evalInputDelta=0.009887035307857506
New Minimum: 1.622383385455556 > 1.5468392020006165
WOLFE (weak): th(781801.26031877)=1.5468392020006165; dx=-1.040075558097817E-7 evalInputDelta=0.08543121876279702
New Minimum: 1.5468392020006165 > 1.0834979772701043
END: th(7818012.6031877)=1.0834979772701043; dx=-4.004488135488733E-8 evalInputDelta=0.5487724434933092
Fitness changed from 1.6322704207634136 to 1.0834979772701043
Iteration 1 complete. Error: 1.0834979772701043 Total: 721.7628; Orientation: 0.0926; Line Search: 571.5112
Iteration 1
Adding measurement 4854c964 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=1.0834979772701043;dx=-5.201878296566187E-8
New Minimum: 1.0834979772701043 > 0.6258147220664494
END: th(1.684339755941405E7)=0.6258147220664494; dx=-1.19360665378409E-8 evalInputDelta=0.45768325520365494
Fitness changed from 1.0834979772701043 to 0.6258147220664494
Iteration 2 complete. Error: 0.6258147220664494 Total: 157.5260; Orientation: 0.0912; Line Search: 105.6560
Iteration 2
Adding measurement 167eab4 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=0.6258147220664494;dx=-2.993879914517874E-8
New Minimum: 0.6258147220664494 > 0.38965904614053404
WOLF (strong): th(3.6288E7)=0.38965904614053404; dx=3.5899263250260404E-9 evalInputDelta=0.23615567592591535
New Minimum: 0.38965904614053404 > 0.3840267500828154
END: th(1.8144E7)=0.3840267500828154; dx=-3.3512884302927977E-9 evalInputDelta=0.241787971983634
Fitness changed from 0.6258147220664494 to 0.3840267500828154
Iteration 3 complete. Error: 0.3840267500828154 Total: 206.4403; Orientation: 0.0928; Line Search: 154.8367
Iteration 3
Adding measurement 13d7410a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.305e+03, gradient 1.390e-04, dot -0.748; [df41c0e4-8240-424a-bf88-301e8ae85fbe = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.6322704207634136, 1.0834979772701043, 0.6258147220664494, 0.3840267500828154
LBFGS Accumulation History: 3 points
Removed measurement 39b5d60 to history. Total: 4
th(0)=0.3840267500828154;dx=-1.9308075557246403E-8
New Minimum: 0.3840267500828154 > 0.2690509627789446
WOLF (strong): th(3.90900630159385E7)=0.2690509627789446; dx=4.1752171574184766E-9 evalInputDelta=0.11497578730387081
New Minimum: 0.2690509627789446 > 0.23528799977585413
END: th(1.954503150796925E7)=0.23528799977585413; dx=-1.1320045481156631E-9 evalInputDelta=0.14873875030696126
Fitness changed from 0.3840267500828154 to 0.23528799977585413
Iteration 4 complete. Error: 0.23528799977585413 Total: 204.1193; Orientation: 2.7791; Line Search: 150.8785
Iteration 4
Adding measurement 72b1ee4b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.894e+03, gradient 1.133e-04, dot -0.726; [df41c0e4-8240-424a-bf88-301e8ae85fbe = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.0834979772701043, 0.6258147220664494, 0.3840267500828154, 0.23528799977585413
LBFGS Accumulation History: 3 points
Removed measurement 4854c964 to history. Total: 4
th(0)=0.23528799977585413;dx=-1.2827444039650023E-8
New Minimum: 0.23528799977585413 > 0.16386899224217677
WOLF (strong): th(4.210849389853513E7)=0.16386899224217677; dx=3.771022692323343E-9 evalInputDelta=0.07141900753367736
New Minimum: 0.16386899224217677 > 0.12546396829853057
END: th(2.1054246949267566E7)=0.12546396829853057; dx=-5.859205023585049E-10 evalInputDelta=0.10982403147732356
Fitness changed from 0.23528799977585413 to 0.12546396829853057
Iteration 5 complete. Error: 0.12546396829853057 Total: 211.0869; Orientation: 2.8661; Line Search: 155.9211
Iteration 5
Adding measurement 524d00e7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.714e+03, gradient 1.004e-04, dot -0.693; [df41c0e4-8240-424a-bf88-301e8ae85fbe = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.6258147220664494, 0.3840267500828154, 0.23528799977585413, 0.12546396829853057
LBFGS Accumulation History: 3 points
Removed measurement 167eab4 to history. Total: 4
th(0)=0.12546396829853057;dx=-1.008905091305941E-8
New Minimum: 0.12546396829853057 > 0.10878107609594512
WOLF (strong): th(4.536000000000001E7)=0.10878107609594512; dx=4.552909407592155E-9 evalInputDelta=0.016682892202585453
New Minimum: 0.10878107609594512 > 0.04374773208431382
WOLF (strong): th(2.2680000000000004E7)=0.04374773208431382; dx=4.385424295656451E-10 evalInputDelta=0.08171623621421675
END: th(7560000.000000001)=0.07479864275947268; dx=-4.220540242915049E-9 evalInputDelta=0.05066532553905789
Fitness changed from 0.12546396829853057 to 0.04374773208431382
Iteration 6 complete. Error: 0.04374773208431382 Total: 257.2871; Orientation: 2.8312; Line Search: 202.4992
Adding measurement 7060c1cb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.544e+03, gradient 9.413e-05, dot -0.666; [df41c0e4-8240-424a-bf88-301e8ae85fbe = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.3840267500828154, 0.23528799977585413, 0.12546396829853057, 0.04374773208431382
LBFGS Accumulation History: 3 points
Removed measurement 13d7410a to history. Total: 4
th(0)=0.04374773208431382;dx=-8.85981567378109E-9
New Minimum: 0.04374773208431382 > -0.017612944752845028
END: th(1.6287526256641043E7)=-0.017612944752845028; dx=-7.933017966263291E-10 evalInputDelta=0.061360676837158845
Fitness changed from 0.04374773208431382 to -0.017612944752845028
Iteration 7 complete. Error: -0.017612944752845028 Total: 158.2718; Orientation: 2.8250; Line Search: 102.4346
Adding measurement 5dc09bca to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.441e+03, gradient 7.292e-05, dot -0.715; [df41c0e4-8240-424a-bf88-301e8ae85fbe = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.23528799977585413, 0.12546396829853057, 0.04374773208431382, -0.017612944752845028
LBFGS Accumulation History: 3 points
Removed measurement 72b1ee4b to history. Total: 4
th(0)=-0.017612944752845028;dx=-5.317739867770886E-9
New Minimum: -0.017612944752845028 > -0.06213850875394478
WOLF (strong): th(3.509041158211262E7)=-0.06213850875394478; dx=2.075864324090478E-9 evalInputDelta=0.04452556400109975
New Minimum: -0.06213850875394478 > -0.07026292401289025
END: th(1.754520579105631E7)=-0.07026292401289025; dx=-1.203394230743442E-9 evalInputDelta=0.05264997926004522
Fitness changed from -0.017612944752845028 to -0.07026292401289025
Iteration 8 complete. Error: -0.07026292401289025 Total: 203.7821; Orientation: 2.8051; Line Search: 153.0333
Adding measurement 2447e2e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.655e+03, gradient 6.599e-05, dot -0.725; [df41c0e4-8240-424a-bf88-301e8ae85fbe = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.12546396829853057, 0.04374773208431382, -0.017612944752845028, -0.07026292401289025
LBFGS Accumulation History: 3 points
Removed measurement 524d00e7 to history. Total: 4
th(0)=-0.07026292401289025;dx=-4.3545583734126075E-9
New Minimum: -0.07026292401289025 > -0.10080076039830699
WOLF (strong): th(3.7800000000000015E7)=-0.10080076039830699; dx=1.5191094147704292E-9 evalInputDelta=0.03053783638541674
New Minimum: -0.10080076039830699 > -0.11118762339857824
END: th(1.8900000000000007E7)=-0.11118762339857824; dx=-5.450473666379364E-10 evalInputDelta=0.04092469938568799
Fitness changed from -0.07026292401289025 to -0.11118762339857824
Iteration 9 complete. Error: -0.11118762339857824 Total: 210.0800; Orientation: 2.8693; Line Search: 153.7939
Adding measurement 43aae476 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.852e+03, gradient 6.830e-05, dot -0.663; [df41c0e4-8240-424a-bf88-301e8ae85fbe = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.04374773208431382, -0.017612944752845028, -0.07026292401289025, -0.11118762339857824
LBFGS Accumulation History: 3 points
Removed measurement 7060c1cb to history. Total: 4
th(0)=-0.11118762339857824;dx=-4.664568491575705E-9
Armijo: th(4.071881564160262E7)=-0.08422339247691069; dx=4.08232620358066E-9 evalInputDelta=-0.026964230921667554
New Minimum: -0.11118762339857824 > -0.14025634213349392
WOLF (strong): th(2.035940782080131E7)=-0.14025634213349392; dx=1.2505107730394636E-9 evalInputDelta=0.029068718734915677
END: th(6786469.273600437)=-0.1339067089436563; dx=-2.3044917854974926E-9 evalInputDelta=0.022719085545078066
Fitness changed from -0.11118762339857824 to -0.14025634213349392
Iteration 10 complete. Error: -0.14025634213349392 Total: 260.8597; Orientation: 2.8210; Line Search: 207.2529
Iteration 10
Adding measurement 59a9769e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.614e+03, gradient 8.662e-05, dot -0.549; [df41c0e4-8240-424a-bf88-301e8ae85fbe = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.017612944752845028, -0.07026292401289025, -0.11118762339857824, -0.14025634213349392
LBFGS Accumulation History: 3 points
Removed measurement 5dc09bca to history. Total: 4
th(0)=-0.14025634213349392;dx=-7.502996170462206E-9
New Minimum: -0.14025634213349392 > -0.16960726937706871
WOLF (strong): th(1.4621004825880261E7)=-0.16960726937706871; dx=1.919315034708049E-9 evalInputDelta=0.029350927243574798
New Minimum: -0.16960726937706871 > -0.17079664650744686
END: th(7310502.412940131)=-0.17079664650744686; dx=-1.6111565278570897E-9 evalInputDelta=0.030540304373952942
Fitness changed from -0.14025634213349392 to -0.17079664650744686
Iteration 11 complete. Error: -0.17079664650744686 Total: 210.2886; Orientation: 2.8291; Line Search: 155.2248
Adding measurement 36545439 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.270e+03, gradient 5.062e-05, dot -0.809; [df41c0e4-8240-424a-bf88-301e8ae85fbe = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.07026292401289025, -0.11118762339857824, -0.14025634213349392, -0.17079664650744686
LBFGS Accumulation History: 3 points
Removed measurement 2447e2e to history. Total: 4
th(0)=-0.17079664650744686;dx=-2.5625025453547255E-9
New Minimum: -0.17079664650744686 > -0.19803567954774204
END: th(1.575000000000001E7)=-0.19803567954774204; dx=-1.1058042894337557E-9 evalInputDelta=0.02723903304029518
Fitness changed from -0.17079664650744686 to -0.19803567954774204
Iteration 12 complete. Error: -0.19803567954774204 Total: 156.2079; Orientation: 2.8101; Line Search: 102.4622
Adding measurement 61267fa2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.775e+03, gradient 5.168e-05, dot -0.737; [df41c0e4-8240-424a-bf88-301e8ae85fbe = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.11118762339857824, -0.14025634213349392, -0.17079664650744686, -0.19803567954774204
LBFGS Accumulation History: 3 points
Removed measurement 43aae476 to history. Total: 4
th(0)=-0.19803567954774204;dx=-2.670573006551588E-9
New Minimum: -0.19803567954774204 > -0.2208101025466629
WOLF (strong): th(3.393234636800219E7)=-0.2208101025466629; dx=1.367980893713718E-10 evalInputDelta=0.02277442299892085
END: th(1.6966173184001096E7)=-0.2187692244246735; dx=-3.9582942972190716E-10 evalInputDelta=0.020733544876931465
Fitness changed from -0.19803567954774204 to -0.2208101025466629
Iteration 13 complete. Error: -0.2208101025466629 Total: 207.5284; Orientation: 2.8207; Line Search: 153.6214
Adding measurement 17e9e99 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.573e+03, gradient 8.052e-05, dot -0.503; [df41c0e4-8240-424a-bf88-301e8ae85fbe = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.14025634213349392, -0.17079664650744686, -0.19803567954774204, -0.2208101025466629
LBFGS Accumulation History: 3 points
Removed measurement 59a9769e to history. Total: 4
th(0)=-0.2208101025466629;dx=-6.484164109618011E-9
Armijo: th(3.655251206470066E7)=-0.18127622122864606; dx=3.7830367219700585E-9 evalInputDelta=-0.03953388131801683
New Minimum: -0.2208101025466629 > -0.24064950509166705
WOLF (strong): th(1.827625603235033E7)=-0.24064950509166705; dx=2.5455072825723627E-9 evalInputDelta=0.01983940254500416
New Minimum: -0.24064950509166705 > -0.24589866899825719
END: th(6092085.344116777)=-0.24589866899825719; dx=-2.150514292514455E-9 evalInputDelta=0.025088566451594296
Fitness changed from -0.2208101025466629 to -0.24589866899825719
Iteration 14 complete. Error: -0.24589866899825719 Total: 264.2116; Orientation: 2.8238; Line Search: 208.7522
Adding measurement 66da2007 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.650e+03, gradient 5.300e-05, dot -0.707; [df41c0e4-8240-424a-bf88-301e8ae85fbe = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.17079664650744686, -0.19803567954774204, -0.2208101025466629, -0.24589866899825719
LBFGS Accumulation History: 3 points
Removed measurement 36545439 to history. Total: 4
th(0)=-0.24589866899825719;dx=-2.8092659043632025E-9
New Minimum: -0.24589866899825719 > -0.2670170922190098
END: th(1.3125000000000011E7)=-0.2670170922190098; dx=-6.376309031025481E-10 evalInputDelta=0.021118423220752636
Fitness changed from -0.24589866899825719 to -0.2670170922190098
Iteration 15 complete. Error: -0.2670170922190098 Total: 153.7463; Orientation: 2.8066; Line Search: 99.3393
Iteration 15
Adding measurement 1b38563a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.192e+03, gradient 5.116e-05, dot -0.650; [df41c0e4-8240-424a-bf88-301e8ae85fbe = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.19803567954774204, -0.2208101025466629, -0.24589866899825719, -0.2670170922190098
LBFGS Accumulation History: 3 points
Removed measurement 61267fa2 to history. Total: 4
th(0)=-0.2670170922190098;dx=-2.6176022900522797E-9
New Minimum: -0.2670170922190098 > -0.27684104584579616
WOLF (strong): th(2.8276955306668498E7)=-0.27684104584579616; dx=7.926329654226953E-10 evalInputDelta=0.009823953626786341
New Minimum: -0.27684104584579616 > -0.2828147979737383
END: th(1.4138477653334249E7)=-0.2828147979737383; dx=-5.850923675956411E-11 evalInputDelta=0.015797705754728497
Fitness changed from -0.2670170922190098 to -0.2828147979737383
Iteration 16 complete. Error: -0.2828147979737383 Total: 207.4757; Orientation: 2.7914; Line Search: 153.2830
Final threshold in iteration 16: -0.2828147979737383 (> -Infinity) after 3790.674s (< 3600.000s)