Reset training subject: 1660370928420
Reset training subject: 1663728242114
Adding measurement 256c93d4 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=8.833092141896486;dx=-6.791836169049262E-6
New Minimum: 8.833092141896486 > 8.833068288862705
WOLFE (weak): th(2.154434690031884)=8.833068288862705; dx=-7.007906250688304E-6 evalInputDelta=2.3853033781051636E-5
New Minimum: 8.833068288862705 > 8.833044027909636
WOLFE (weak): th(4.308869380063768)=8.833044027909636; dx=-6.754850404494579E-6 evalInputDelta=4.811398684978485E-5
New Minimum: 8.833044027909636 > 8.832947935909033
WOLFE (weak): th(12.926608140191302)=8.832947935909033; dx=-6.9280295416983515E-6 evalInputDelta=1.442059874534607E-4
New Minimum: 8.832947935909033 > 8.832515325397253
WOLFE (weak): th(51.70643256076521)=8.832515325397253; dx=-6.737956698607274E-6 evalInputDelta=5.768164992332458E-4
New Minimum: 8.832515325397253 > 8.830201234668493
WOLFE (weak): th(258.53216280382605)=8.830201234668493; dx=-6.803240279238598E-6 evalInputDelta=0.0028909072279930115
New Minimum: 8.830201234668493 > 8.815562553703785
WOLFE (weak): th(1551.1929768229563)=8.815562553703785; dx=-7.01321083138958E-6 evalInputDelta=0.01752958819270134
New Minimum: 8.815562553703785 > 8.703293561935425
WOLFE (weak): th(10858.350837760694)=8.703293561935425; dx=-7.867384012413073E-6 evalInputDelta=0.12979857996106148
New Minimum: 8.703293561935425 > 7.764697887003422
WOLFE (weak): th(86866.80670208555)=7.764697887003422; dx=-6.3921539578425065E-6 evalInputDelta=1.0683942548930645
New Minimum: 7.764697887003422 > 4.8001550287008286
END: th(781801.26031877)=4.8001550287008286; dx=-1.7325730992321405E-6 evalInputDelta=4.032937113195658
Fitness changed from 8.833092141896486 to 4.8001550287008286
Iteration 1 complete. Error: 4.8001550287008286 Total: 42.9636; Orientation: 0.0045; Line Search: 32.2782
Adding measurement 1d7b63a4 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=4.8001550287008286;dx=-7.1581302380671315E-6
New Minimum: 4.8001550287008286 > 2.883233964443207
WOLF (strong): th(1684339.7559414052)=2.883233964443207; dx=1.3453573063317352E-6 evalInputDelta=1.9169210642576218
New Minimum: 2.883233964443207 > 2.3205373287200928
END: th(842169.8779707026)=2.3205373287200928; dx=-6.97469941772975E-7 evalInputDelta=2.479617699980736
Fitness changed from 4.8001550287008286 to 2.3205373287200928
Iteration 2 complete. Error: 2.3205373287200928 Total: 12.8442; Orientation: 0.0025; Line Search: 9.6389
Adding measurement 4c121ee3 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=2.3205373287200928;dx=-3.242949269890609E-6
New Minimum: 2.3205373287200928 > 1.03582563996315
END: th(1814400.0)=1.03582563996315; dx=-5.453125386921884E-9 evalInputDelta=1.2847116887569427
Fitness changed from 2.3205373287200928 to 1.03582563996315
Iteration 3 complete. Error: 1.03582563996315 Total: 9.6996; Orientation: 0.0024; Line Search: 6.4297
Adding measurement 62bf9ca9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.313e+03, gradient 1.215e-03, dot -0.458; [2535fbe0-f107-49c3-a27a-1a715f5b7005 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 1.03582563996315, 2.3205373287200928, 4.8001550287008286, 8.833092141896486
LBFGS Accumulation History: 3 points
Removed measurement 62bf9ca9 to history. Total: 3
th(0)=1.03582563996315;dx=-1.3472101683648931E-6
Armijo: th(3909006.30159385)=2.055053137242794; dx=6.842046378831877E-7 evalInputDelta=-1.019227497279644
New Minimum: 1.03582563996315 > 0.5236466825008392
WOLF (strong): th(1954503.150796925)=0.5236466825008392; dx=2.4576072692354425E-7 evalInputDelta=0.5121789574623108
New Minimum: 0.5236466825008392 > 0.35965241491794586
END: th(651501.0502656417)=0.35965241491794586; dx=-4.48981410771069E-7 evalInputDelta=0.6761732250452042
Fitness changed from 1.03582563996315 to 0.35965241491794586
Iteration 4 complete. Error: 0.35965241491794586 Total: 17.1878; Orientation: 0.0597; Line Search: 13.9065
Adding measurement 24325c63 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.090e+03, gradient 7.978e-04, dot -0.461; [2535fbe0-f107-49c3-a27a-1a715f5b7005 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.35965241491794586, 2.3205373287200928, 4.8001550287008286, 8.833092141896486
LBFGS Accumulation History: 3 points
Removed measurement 24325c63 to history. Total: 3
th(0)=0.35965241491794586;dx=-5.782625232162651E-7
New Minimum: 0.35965241491794586 > -0.1946284919977188
END: th(1403616.4632845044)=-0.1946284919977188; dx=-2.0268832826289753E-7 evalInputDelta=0.5542809069156647
Fitness changed from 0.35965241491794586 to -0.1946284919977188
Iteration 5 complete. Error: -0.1946284919977188 Total: 9.7240; Orientation: 0.0638; Line Search: 6.4440
Adding measurement 4166bada to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.496e+03, gradient 5.961e-04, dot -0.494; [2535fbe0-f107-49c3-a27a-1a715f5b7005 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.1946284919977188, 2.3205373287200928, 4.8001550287008286, 8.833092141896486
LBFGS Accumulation History: 3 points
Removed measurement 4166bada to history. Total: 3
th(0)=-0.1946284919977188;dx=-3.161463881742464E-7
New Minimum: -0.1946284919977188 > -0.28243813663721085
WOLF (strong): th(3024000.0)=-0.28243813663721085; dx=1.1120624284681639E-7 evalInputDelta=0.08780964463949203
New Minimum: -0.28243813663721085 > -0.4679461047053337
END: th(1512000.0)=-0.4679461047053337; dx=-6.856838543953896E-8 evalInputDelta=0.2733176127076149
Fitness changed from -0.1946284919977188 to -0.4679461047053337
Iteration 6 complete. Error: -0.4679461047053337 Total: 12.9018; Orientation: 0.0570; Line Search: 9.6157
Adding measurement 41739d9b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.256e+02, gradient 7.760e-04, dot -0.533; [2535fbe0-f107-49c3-a27a-1a715f5b7005 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.4679461047053337, 2.3205373287200928, 4.8001550287008286, 8.833092141896486
LBFGS Accumulation History: 3 points
Removed measurement 41739d9b to history. Total: 3
th(0)=-0.4679461047053337;dx=-5.169500707966307E-7
Armijo: th(3257505.2513282085)=-0.15371119230985641; dx=1.391842591353091E-7 evalInputDelta=-0.3142349123954773
New Minimum: -0.4679461047053337 > -0.5050376951694489
WOLF (strong): th(1628752.6256641042)=-0.5050376951694489; dx=1.3426332159066192E-7 evalInputDelta=0.03709159046411514
New Minimum: -0.5050376951694489 > -0.6390993073582649
END: th(542917.5418880348)=-0.6390993073582649; dx=-7.530043475894587E-8 evalInputDelta=0.1711532026529312
Fitness changed from -0.4679461047053337 to -0.6390993073582649
Iteration 7 complete. Error: -0.6390993073582649 Total: 16.3308; Orientation: 0.0574; Line Search: 13.0374
Adding measurement 6c103aed to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.367e+03, gradient 5.134e-04, dot -0.495; [2535fbe0-f107-49c3-a27a-1a715f5b7005 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.6390993073582649, 2.3205373287200928, 4.8001550287008286, 8.833092141896486
LBFGS Accumulation History: 3 points
Removed measurement 6c103aed to history. Total: 3
th(0)=-0.6390993073582649;dx=-2.2532836374627206E-7
New Minimum: -0.6390993073582649 > -0.7138352245092392
WOLF (strong): th(1169680.3860704205)=-0.7138352245092392; dx=2.384918530980033E-8 evalInputDelta=0.07473591715097427
New Minimum: -0.7138352245092392 > -0.7349909245967865
END: th(584840.1930352102)=-0.7349909245967865; dx=-1.189447936749906E-7 evalInputDelta=0.09589161723852158
Fitness changed from -0.6390993073582649 to -0.7349909245967865
Iteration 8 complete. Error: -0.7349909245967865 Total: 13.0190; Orientation: 0.1289; Line Search: 9.6655
Adding measurement 5635d748 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.083e+03, gradient 4.803e-04, dot -0.481; [2535fbe0-f107-49c3-a27a-1a715f5b7005 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.7349909245967865, 2.3205373287200928, 4.8001550287008286, 8.833092141896486
LBFGS Accumulation History: 3 points
Removed measurement 5635d748 to history. Total: 3
th(0)=-0.7349909245967865;dx=-1.9591417521126377E-7
New Minimum: -0.7349909245967865 > -0.8788997605443001
END: th(1260000.0000000002)=-0.8788997605443001; dx=-4.5073652568874546E-8 evalInputDelta=0.14390883594751358
Fitness changed from -0.7349909245967865 to -0.8788997605443001
Iteration 9 complete. Error: -0.8788997605443001 Total: 9.6644; Orientation: 0.0570; Line Search: 6.4058
Adding measurement 70bc67fd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.398e+03, gradient 5.139e-04, dot -0.479; [2535fbe0-f107-49c3-a27a-1a715f5b7005 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.8788997605443001, 2.3205373287200928, 4.8001550287008286, 8.833092141896486
LBFGS Accumulation History: 3 points
Removed measurement 70bc67fd to history. Total: 3
th(0)=-0.8788997605443001;dx=-2.47222744928413E-7
Armijo: th(2714587.709440174)=-0.2649155408143997; dx=3.399955697677309E-7 evalInputDelta=-0.6139842197299004
Armijo: th(1357293.854720087)=-0.8478084355592728; dx=1.582051597312591E-7 evalInputDelta=-0.031091324985027313
New Minimum: -0.8788997605443001 > -0.9592753425240517
END: th(452431.28490669566)=-0.9592753425240517; dx=-9.599404668667393E-8 evalInputDelta=0.08037558197975159
Fitness changed from -0.8788997605443001 to -0.9592753425240517
Iteration 10 complete. Error: -0.9592753425240517 Total: 17.1939; Orientation: 0.0573; Line Search: 13.9022
Adding measurement 2ec17862 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.041e+03, gradient 3.850e-04, dot -0.499; [2535fbe0-f107-49c3-a27a-1a715f5b7005 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.9592753425240517, 2.3205373287200928, 4.8001550287008286, 8.833092141896486
LBFGS Accumulation History: 3 points
Removed measurement 2ec17862 to history. Total: 3
th(0)=-0.9592753425240517;dx=-1.1741570860489643E-7
New Minimum: -0.9592753425240517 > -1.0627784878015518
END: th(974733.6550586837)=-1.0627784878015518; dx=-9.30223881317752E-8 evalInputDelta=0.10350314527750015
Fitness changed from -0.9592753425240517 to -1.0627784878015518
Iteration 11 complete. Error: -1.0627784878015518 Total: 9.7254; Orientation: 0.0537; Line Search: 6.4427
Adding measurement 4c971c4d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.144e+03, gradient 3.564e-04, dot -0.522; [2535fbe0-f107-49c3-a27a-1a715f5b7005 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.0627784878015518, 2.3205373287200928, 4.8001550287008286, 8.833092141896486
LBFGS Accumulation History: 3 points
Removed measurement 4c971c4d to history. Total: 3
th(0)=-1.0627784878015518;dx=-9.961082955936692E-8
New Minimum: -1.0627784878015518 > -1.1718124002218246
END: th(2100000.0000000005)=-1.1718124002218246; dx=-4.7302525118761074E-8 evalInputDelta=0.10903391242027283
Fitness changed from -1.0627784878015518 to -1.1718124002218246
Iteration 12 complete. Error: -1.1718124002218246 Total: 9.7389; Orientation: 0.0558; Line Search: 6.4600
Adding measurement 513d9ac4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.466e+02, gradient 5.168e-04, dot -0.447; [2535fbe0-f107-49c3-a27a-1a715f5b7005 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.1718124002218246, 2.3205373287200928, 4.8001550287008286, 8.833092141896486
LBFGS Accumulation History: 3 points
Removed measurement 513d9ac4 to history. Total: 3
th(0)=-1.1718124002218246;dx=-2.2813510868333946E-7
Armijo: th(4524312.849066957)=-0.6459410488605499; dx=1.1644942689853568E-7 evalInputDelta=-0.5258713513612747
Armijo: th(2262156.4245334785)=-1.0505798533558846; dx=1.1387848085103494E-7 evalInputDelta=-0.1212325468659401
New Minimum: -1.1718124002218246 > -1.2535154446959496
WOLF (strong): th(754052.1415111595)=-1.2535154446959496; dx=1.3373156566246574E-8 evalInputDelta=0.08170304447412491
END: th(188513.03537778987)=-1.2164777293801308; dx=-1.5068513310627601E-7 evalInputDelta=0.04466532915830612
Fitness changed from -1.1718124002218246 to -1.2535154446959496
Iteration 13 complete. Error: -1.2535154446959496 Total: 19.3879; Orientation: 0.0556; Line Search: 16.1119
Adding measurement 7baeff46 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.175e+03, gradient 4.453e-04, dot -0.443; [2535fbe0-f107-49c3-a27a-1a715f5b7005 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.2535154446959496, 2.3205373287200928, 4.8001550287008286, 8.833092141896486
LBFGS Accumulation History: 3 points
Removed measurement 7baeff46 to history. Total: 3
th(0)=-1.2535154446959496;dx=-1.545044640946785E-7
New Minimum: -1.2535154446959496 > -1.3016515895724297
END: th(406139.0229411183)=-1.3016515895724297; dx=-7.378616632494605E-8 evalInputDelta=0.0481361448764801
Fitness changed from -1.2535154446959496 to -1.3016515895724297
Iteration 14 complete. Error: -1.3016515895724297 Total: 9.7613; Orientation: 0.0547; Line Search: 6.4222
Adding measurement 7ba0c698 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.650e+02, gradient 3.050e-04, dot -0.498; [2535fbe0-f107-49c3-a27a-1a715f5b7005 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.3016515895724297, 2.3205373287200928, 4.8001550287008286, 8.833092141896486
LBFGS Accumulation History: 3 points
Removed measurement 7ba0c698 to history. Total: 3
th(0)=-1.3016515895724297;dx=-6.565715823509604E-8
New Minimum: -1.3016515895724297 > -1.3540787771344185
WOLFE (weak): th(875000.0000000003)=-1.3540787771344185; dx=-6.328943473359252E-8 evalInputDelta=0.05242718756198883
New Minimum: -1.3540787771344185 > -1.391548529267311
END: th(1750000.0000000007)=-1.391548529267311; dx=-4.722976924581119E-8 evalInputDelta=0.08989693969488144
Fitness changed from -1.3016515895724297 to -1.391548529267311
Iteration 15 complete. Error: -1.391548529267311 Total: 13.1690; Orientation: 0.2932; Line Search: 9.6535
Adding measurement 5b6a3eaa to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.604e+02, gradient 2.947e-04, dot -0.489; [2535fbe0-f107-49c3-a27a-1a715f5b7005 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.391548529267311, 2.3205373287200928, 4.8001550287008286, 8.833092141896486
LBFGS Accumulation History: 3 points
Removed measurement 5b6a3eaa to history. Total: 3
th(0)=-1.391548529267311;dx=-7.308946098051766E-8
New Minimum: -1.391548529267311 > -1.4806615263223648
END: th(3770260.7075557983)=-1.4806615263223648; dx=-1.2451760490910727E-8 evalInputDelta=0.08911299705505371
Fitness changed from -1.391548529267311 to -1.4806615263223648
Iteration 16 complete. Error: -1.4806615263223648 Total: 9.8258; Orientation: 0.0588; Line Search: 6.5598
Adding measurement 5cc99359 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.605e+02, gradient 4.056e-04, dot -0.424; [2535fbe0-f107-49c3-a27a-1a715f5b7005 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.4806615263223648, 2.3205373287200928, 4.8001550287008286, 8.833092141896486
LBFGS Accumulation History: 3 points
Removed measurement 5cc99359 to history. Total: 3
th(0)=-1.4806615263223648;dx=-1.4572937394700017E-7
Armijo: th(8122780.458822368)=-0.696912132203579; dx=1.2029085124939675E-7 evalInputDelta=-0.7837493941187859
Armijo: th(4061390.229411184)=-1.3632266744971275; dx=6.994620153237135E-8 evalInputDelta=-0.11743485182523727
New Minimum: -1.4806615263223648 > -1.57418242841959
END: th(1353796.7431370614)=-1.57418242841959; dx=-7.2060419568361046E-9 evalInputDelta=0.09352090209722519
Fitness changed from -1.4806615263223648 to -1.57418242841959
Iteration 17 complete. Error: -1.57418242841959 Total: 16.8702; Orientation: 0.0579; Line Search: 13.5962
Adding measurement c6b0b2e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.488e+02, gradient 3.472e-04, dot -0.406; [2535fbe0-f107-49c3-a27a-1a715f5b7005 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.57418242841959, 2.3205373287200928, 4.8001550287008286, 8.833092141896486
LBFGS Accumulation History: 3 points
Removed measurement c6b0b2e to history. Total: 3
th(0)=-1.57418242841959;dx=-9.798063797734677E-8
Armijo: th(2916666.666666669)=-1.3246463909745216; dx=1.530179663436641E-7 evalInputDelta=-0.24953603744506836
New Minimum: -1.57418242841959 > -1.584857888519764
WOLF (strong): th(1458333.3333333344)=-1.584857888519764; dx=4.527583608792762E-8 evalInputDelta=0.01067546010017395
New Minimum: -1.584857888519764 > -1.6103224158287048
END: th(486111.1111111115)=-1.6103224158287048; dx=-5.16367778572234E-8 evalInputDelta=0.03613998740911484
Fitness changed from -1.57418242841959 to -1.6103224158287048
Iteration 18 complete. Error: -1.6103224158287048 Total: 16.2134; Orientation: 0.0559; Line Search: 12.9411
Adding measurement 69134bb9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.029e+02, gradient 2.778e-04, dot -0.422; [2535fbe0-f107-49c3-a27a-1a715f5b7005 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.6103224158287048, 2.3205373287200928, 4.8001550287008286, 8.833092141896486
LBFGS Accumulation History: 3 points
Removed measurement 69134bb9 to history. Total: 3
th(0)=-1.6103224158287048;dx=-5.3854449267267285E-8
New Minimum: -1.6103224158287048 > -1.6620034240186214
END: th(1047294.6409877221)=-1.6620034240186214; dx=-3.8945370532255904E-8 evalInputDelta=0.05168100818991661
Fitness changed from -1.6103224158287048 to -1.6620034240186214
Iteration 19 complete. Error: -1.6620034240186214 Total: 9.7439; Orientation: 0.0655; Line Search: 6.4516
Adding measurement b1fcc65 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.929e+02, gradient 2.409e-04, dot -0.439; [2535fbe0-f107-49c3-a27a-1a715f5b7005 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.6620034240186214, 2.3205373287200928, 4.8001550287008286, 8.833092141896486
LBFGS Accumulation History: 3 points
Removed measurement b1fcc65 to history. Total: 3
th(0)=-1.6620034240186214;dx=-4.5039627621385046E-8
New Minimum: -1.6620034240186214 > -1.70310927182436
END: th(2256327.905228436)=-1.70310927182436; dx=-1.0504199741525001E-8 evalInputDelta=0.04110584780573845
Fitness changed from -1.6620034240186214 to -1.70310927182436
Iteration 20 complete. Error: -1.70310927182436 Total: 9.7264; Orientation: 0.0615; Line Search: 6.4349
Final threshold in iteration 21: -1.70310927182436 (> -Infinity) after 285.691s (< 5400.000s)
