Reset training subject: 1390739429973
Reset training subject: 1391631387255
Adding measurement 21925238 to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=-0.05075269458128884;dx=-2.3370474920471693E-6
New Minimum: -0.05075269458128884 > -0.05075753913262155
WOLFE (weak): th(2.154434690031884)=-0.05075753913262155; dx=-2.3391474611674943E-6 evalInputDelta=4.844551332712499E-6
New Minimum: -0.05075753913262155 > -0.050762610276939825
WOLFE (weak): th(4.308869380063768)=-0.050762610276939825; dx=-2.338901105693265E-6 evalInputDelta=9.915695650987433E-6
New Minimum: -0.050762610276939825 > -0.050782735191199184
WOLFE (weak): th(12.926608140191302)=-0.050782735191199184; dx=-2.336207227970207E-6 evalInputDelta=3.004060991034646E-5
New Minimum: -0.050782735191199184 > -0.050873075654236675
WOLFE (weak): th(51.70643256076521)=-0.050873075654236675; dx=-2.336343427750588E-6 evalInputDelta=1.2038107294783801E-4
New Minimum: -0.050873075654236675 > -0.051354614444516555
WOLFE (weak): th(258.53216280382605)=-0.051354614444516555; dx=-2.3467937212675422E-6 evalInputDelta=6.019198632277178E-4
New Minimum: -0.051354614444516555 > -0.05443174876299565
WOLFE (weak): th(1551.1929768229563)=-0.05443174876299565; dx=-2.4030617774280588E-6 evalInputDelta=0.0036790541817068104
New Minimum: -0.05443174876299565 > -0.07897721827662262
WOLFE (weak): th(10858.350837760694)=-0.07897721827662262; dx=-2.604811607139611E-6 evalInputDelta=0.028224523695333778
New Minimum: -0.07897721827662262 > -0.23944473984372008
END: th(86866.80670208555)=-0.23944473984372008; dx=-1.576935169280872E-6 evalInputDelta=0.18869204526243125
Fitness changed from -0.05075269458128884 to -0.23944473984372008
Iteration 1 complete. Error: -0.23944473984372008 Total: 10.5668; Orientation: 0.0255; Line Search: 7.9597
Iteration 1
Adding measurement 2b4115ea to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-0.23944473984372008;dx=-7.516163256215403E-6
New Minimum: -0.23944473984372008 > -0.48435188356216363
END: th(187148.86177126726)=-0.48435188356216363; dx=-4.583871600418276E-8 evalInputDelta=0.24490714371844355
Fitness changed from -0.23944473984372008 to -0.48435188356216363
Iteration 2 complete. Error: -0.48435188356216363 Total: 2.6538; Orientation: 0.0216; Line Search: 1.7657
Iteration 2
Adding measurement 7f6518f6 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-0.48435188356216363;dx=-1.1323307408888834E-5
New Minimum: -0.48435188356216363 > -0.6361956873492827
WOLF (strong): th(403200.00000000006)=-0.6361956873492827; dx=6.04616372628976E-7 evalInputDelta=0.15184380378711904
New Minimum: -0.6361956873492827 > -0.9276112229999197
WOLF (strong): th(201600.00000000003)=-0.9276112229999197; dx=1.0962564558282525E-7 evalInputDelta=0.4432593394377561
END: th(67200.00000000001)=-0.8837954615858806; dx=-3.449811106260999E-6 evalInputDelta=0.399443578023717
Fitness changed from -0.48435188356216363 to -0.9276112229999197
Iteration 3 complete. Error: -0.9276112229999197 Total: 4.4181; Orientation: 0.0217; Line Search: 3.5230
Iteration 3
Adding measurement 270380a0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.922e+03, gradient 4.339e-03, dot -0.070; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.9276112229999197, -0.48435188356216363, -0.23944473984372008, -0.05075269458128884
LBFGS Accumulation History: 3 points
Removed measurement 270380a0 to history. Total: 3
th(0)=-0.9276112229999197;dx=-1.8670561245378354E-5
New Minimum: -0.9276112229999197 > -1.5742294153693914
END: th(144778.01117014262)=-1.5742294153693914; dx=-5.582807718191304E-7 evalInputDelta=0.6466181923694717
Fitness changed from -0.9276112229999197 to -1.5742294153693914
Iteration 4 complete. Error: -1.5742294153693914 Total: 3.0973; Orientation: 0.4724; Line Search: 1.7669
Iteration 4
Adding measurement 598b1732 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.837e+03, gradient 4.724e-03, dot -0.058; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -1.5742294153693914, -0.48435188356216363, -0.23944473984372008, -0.05075269458128884
LBFGS Accumulation History: 3 points
Removed measurement 598b1732 to history. Total: 3
th(0)=-1.5742294153693914;dx=-2.2135350636447842E-5
New Minimum: -1.5742294153693914 > -1.8267844626586036
WOLF (strong): th(311914.76961877884)=-1.8267844626586036; dx=1.4358405340952454E-6 evalInputDelta=0.2525550472892122
New Minimum: -1.8267844626586036 > -2.1622613462334592
WOLF (strong): th(155957.38480938942)=-2.1622613462334592; dx=1.916113914166017E-8 evalInputDelta=0.5880319308640678
END: th(51985.79493646314)=-2.115696559804615; dx=-5.6533499712727444E-6 evalInputDelta=0.5414671444352235
Fitness changed from -1.5742294153693914 to -2.1622613462334592
Iteration 5 complete. Error: -2.1622613462334592 Total: 4.9889; Orientation: 0.6073; Line Search: 3.5261
Iteration 5
Adding measurement 74551e5d to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.703e+03, gradient 4.869e-03, dot -0.058; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.1622613462334592, -0.48435188356216363, -0.23944473984372008, -0.05075269458128884
LBFGS Accumulation History: 3 points
Removed measurement 74551e5d to history. Total: 3
th(0)=-2.1622613462334592;dx=-2.3593551798328885E-5
New Minimum: -2.1622613462334592 > -2.947276419311118
END: th(112000.00000000004)=-2.947276419311118; dx=-2.1568669467122084E-6 evalInputDelta=0.7850150730776586
Fitness changed from -2.1622613462334592 to -2.947276419311118
Iteration 6 complete. Error: -2.947276419311118 Total: 3.1393; Orientation: 0.4999; Line Search: 1.7815
Adding measurement 3b765c2b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.043e+03, gradient 4.795e-03, dot -0.065; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -2.947276419311118, -0.48435188356216363, -0.23944473984372008, -0.05075269458128884
LBFGS Accumulation History: 3 points
Removed measurement 3b765c2b to history. Total: 3
th(0)=-2.947276419311118;dx=-2.2934245155104788E-5
New Minimum: -2.947276419311118 > -3.20479500205834
WOLF (strong): th(241296.68528357107)=-3.20479500205834; dx=1.7750176202806423E-6 evalInputDelta=0.25751858274722217
New Minimum: -3.20479500205834 > -3.5665086125219534
END: th(120648.34264178554)=-3.5665086125219534; dx=-2.1187571039460853E-7 evalInputDelta=0.6192321932108356
Fitness changed from -2.947276419311118 to -3.5665086125219534
Iteration 7 complete. Error: -3.5665086125219534 Total: 4.7903; Orientation: 1.1791; Line Search: 2.7776
Adding measurement 337756d2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.389e+03, gradient 5.695e-03, dot -0.057; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.5665086125219534, -0.48435188356216363, -0.23944473984372008, -0.05075269458128884
LBFGS Accumulation History: 3 points
Removed measurement 337756d2 to history. Total: 3
th(0)=-3.5665086125219534;dx=-3.234335285140812E-5
New Minimum: -3.5665086125219534 > -3.5818975394135837
WOLF (strong): th(259928.97468231575)=-3.5818975394135837; dx=2.914249788908467E-6 evalInputDelta=0.015388926891630295
New Minimum: -3.5818975394135837 > -4.207113529430945
WOLF (strong): th(129964.48734115787)=-4.207113529430945; dx=1.5834907014238352E-6 evalInputDelta=0.6406049169089916
New Minimum: -4.207113529430945 > -4.267468695808501
END: th(43321.49578038596)=-4.267468695808501; dx=-9.87683305989269E-6 evalInputDelta=0.7009600832865472
Fitness changed from -3.5665086125219534 to -4.267468695808501
Iteration 8 complete. Error: -4.267468695808501 Total: 4.8642; Orientation: 0.4730; Line Search: 3.5535
Adding measurement 5c73fcb6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.149e+04, gradient 4.515e-03, dot -0.083; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -4.267468695808501, -0.48435188356216363, -0.23944473984372008, -0.05075269458128884
LBFGS Accumulation History: 3 points
Removed measurement 5c73fcb6 to history. Total: 3
th(0)=-4.267468695808501;dx=-2.03225957960437E-5
New Minimum: -4.267468695808501 > -4.796915151500921
END: th(93333.33333333339)=-4.796915151500921; dx=-3.5509964152457317E-6 evalInputDelta=0.5294464556924208
Fitness changed from -4.267468695808501 to -4.796915151500921
Iteration 9 complete. Error: -4.796915151500921 Total: 3.0777; Orientation: 0.4667; Line Search: 1.7715
Adding measurement 4ed4c8c5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.294e+04, gradient 5.777e-03, dot -0.070; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -4.796915151500921, -0.48435188356216363, -0.23944473984372008, -0.05075269458128884
LBFGS Accumulation History: 3 points
Removed measurement 4ed4c8c5 to history. Total: 3
th(0)=-4.796915151500921;dx=-3.334460927831656E-5
Armijo: th(201080.5710696426)=-4.787541490969749; dx=6.39567624289593E-7 evalInputDelta=-0.009373660531172057
New Minimum: -4.796915151500921 > -5.160059103034247
END: th(100540.2855348213)=-5.160059103034247; dx=-2.6960797583513076E-7 evalInputDelta=0.3631439515333259
Fitness changed from -4.796915151500921 to -5.160059103034247
Iteration 10 complete. Error: -5.160059103034247 Total: 3.9777; Orientation: 0.4689; Line Search: 2.6754
Iteration 10
Adding measurement 2228d5fb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.586e+04, gradient 5.850e-03, dot -0.079; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -5.160059103034247, -0.48435188356216363, -0.23944473984372008, -0.05075269458128884
LBFGS Accumulation History: 3 points
Removed measurement 2228d5fb to history. Total: 3
th(0)=-5.160059103034247;dx=-3.3982508701714854E-5
New Minimum: -5.160059103034247 > -5.218775136076358
WOLF (strong): th(216607.47890192983)=-5.218775136076358; dx=4.156293495368083E-6 evalInputDelta=0.058716033042110816
New Minimum: -5.218775136076358 > -6.021840417166844
WOLF (strong): th(108303.73945096492)=-6.021840417166844; dx=1.4954287803621004E-6 evalInputDelta=0.861781314132597
END: th(36101.24648365497)=-5.897165315874826; dx=-1.6284389245038676E-5 evalInputDelta=0.7371062128405788
Fitness changed from -5.160059103034247 to -6.021840417166844
Iteration 11 complete. Error: -6.021840417166844 Total: 4.8847; Orientation: 0.4707; Line Search: 3.5399
Adding measurement 777b5843 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.782e+04, gradient 6.624e-03, dot -0.068; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -6.021840417166844, -0.48435188356216363, -0.23944473984372008, -0.05075269458128884
LBFGS Accumulation History: 3 points
Removed measurement 777b5843 to history. Total: 3
th(0)=-6.021840417166844;dx=-4.3849096726356925E-5
New Minimum: -6.021840417166844 > -6.632786375845567
WOLF (strong): th(77777.77777777782)=-6.632786375845567; dx=3.607609711280535E-6 evalInputDelta=0.6109459586787231
New Minimum: -6.632786375845567 > -6.751553464951881
END: th(38888.88888888891)=-6.751553464951881; dx=-1.1163030529879094E-5 evalInputDelta=0.7297130477850367
Fitness changed from -6.021840417166844 to -6.751553464951881
Iteration 12 complete. Error: -6.751553464951881 Total: 3.9652; Orientation: 0.4660; Line Search: 2.6612
Adding measurement 638cf087 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.372e+04, gradient 4.756e-03, dot -0.108; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -6.751553464951881, -0.48435188356216363, -0.23944473984372008, -0.05075269458128884
LBFGS Accumulation History: 3 points
Removed measurement 638cf087 to history. Total: 3
th(0)=-6.751553464951881;dx=-2.2601270921266536E-5
New Minimum: -6.751553464951881 > -7.334277184081309
END: th(83783.57127901775)=-7.334277184081309; dx=-3.792443150937708E-6 evalInputDelta=0.5827237191294277
Fitness changed from -6.751553464951881 to -7.334277184081309
Iteration 13 complete. Error: -7.334277184081309 Total: 3.0759; Orientation: 0.4655; Line Search: 1.7755
Adding measurement 4fbe524a to history. Total: 3
Accepted: LBFGS Orientation magnitude: 8.128e+03, gradient 5.898e-03, dot 0.138; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
Constructing line search parameters: LBFGS+Trust
th(0)=-7.334277184081309;dx=-6.610618209455783
Armijo: th(180506.23241827486)=-0.6724776100652727; dx=1.162104748260858E-6 evalInputDelta=-6.661799574016036
Armijo: th(90253.11620913743)=-0.6351637181869906; dx=2.911186860438102E-6 evalInputDelta=-6.699113465894318
Armijo: th(30084.372069712477)=-0.7136189503866973; dx=6.735197592937993E-6 evalInputDelta=-6.620658233694611
Armijo: th(7521.093017428119)=-0.9111274359007377; dx=3.0173816387919138E-5 evalInputDelta=-6.42314974818057
Armijo: th(1504.2186034856238)=-0.9631562051177562; dx=6.433508068353102E-5 evalInputDelta=-6.371120978963552
Armijo: th(250.7031005809373)=-0.5434248053711003; dx=4.3463277034014726E-4 evalInputDelta=-6.790852378710208
Armijo: th(35.81472865441962)=-0.6642392237127746; dx=0.01702539366310732 evalInputDelta=-6.670037960368534
Armijo: th(4.476841081802452)=-4.018922351649845; dx=0.2933101802447009 evalInputDelta=-3.3153548324314634
Armijo: th(0.49742678686693914)=-6.759760682241585; dx=1.005999739250172 evalInputDelta=-0.5745165018397236
New Minimum: -7.334277184081309 > -7.593261128723786
END: th(0.049742678686693916)=-7.593261128723786; dx=-2.126877652204024 evalInputDelta=0.25898394464247776
Fitness changed from -7.334277184081309 to -7.593261128723786
Iteration 14 complete. Error: -7.593261128723786 Total: 11.2236; Orientation: 0.4643; Line Search: 9.9273
Adding measurement 7e80547b to history. Total: 4
Rejected: LBFGS Orientation magnitude: 8.329e+03, gradient 6.015e-03, dot -0.055; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -7.593261128723786, -7.334277184081309, -0.48435188356216363, -0.23944473984372008, -0.05075269458128884
Rejected: LBFGS Orientation magnitude: 4.426e+04, gradient 6.015e-03, dot -0.142; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -7.593261128723786, -7.334277184081309, -0.48435188356216363, -0.23944473984372008
LBFGS Accumulation History: 3 points
Removed measurement 7e80547b to history. Total: 4
Removed measurement 4fbe524a to history. Total: 3
th(0)=-7.593261128723786;dx=-3.6139160400427506E-5
New Minimum: -7.593261128723786 > -7.5932647329918606
WOLFE (weak): th(0.107167352537723)=-7.5932647329918606; dx=-3.602836199869191E-5 evalInputDelta=3.604268074219874E-6
New Minimum: -7.5932647329918606 > -7.593267616405088
WOLFE (weak): th(0.214334705075446)=-7.593267616405088; dx=-3.604192946921641E-5 evalInputDelta=6.4876813015146695E-6
New Minimum: -7.593267616405088 > -7.593279510473077
WOLFE (weak): th(0.6430041152263379)=-7.593279510473077; dx=-3.604227167223441E-5 evalInputDelta=1.8381749290696803E-5
New Minimum: -7.593279510473077 > -7.593332853336734
WOLFE (weak): th(2.5720164609053517)=-7.593332853336734; dx=-3.6019500282468645E-5 evalInputDelta=7.172461294757682E-5
New Minimum: -7.593332853336734 > -7.593616140914292
WOLFE (weak): th(12.86008230452676)=-7.593616140914292; dx=-3.60070594301213E-5 evalInputDelta=3.5501219050537713E-4
New Minimum: -7.593616140914292 > -7.5953873497061295
WOLFE (weak): th(77.16049382716056)=-7.5953873497061295; dx=-3.604263326155829E-5 evalInputDelta=0.0021262209823431633
New Minimum: -7.5953873497061295 > -7.60810018187482
WOLFE (weak): th(540.123456790124)=-7.60810018187482; dx=-3.571644312765599E-5 evalInputDelta=0.014839053151034065
New Minimum: -7.60810018187482 > -7.705502530953598
WOLFE (weak): th(4320.987654320992)=-7.705502530953598; dx=-3.291401429212013E-5 evalInputDelta=0.11224140222981127
New Minimum: -7.705502530953598 > -8.12143005519521
END: th(38888.88888888893)=-8.12143005519521; dx=-8.229107227005426E-6 evalInputDelta=0.528168926471424
Fitness changed from -7.593261128723786 to -8.12143005519521
Iteration 15 complete. Error: -8.12143005519521 Total: 10.9307; Orientation: 1.0312; Line Search: 9.0582
Iteration 15
Adding measurement 5d764663 to history. Total: 3
Accepted: LBFGS Orientation magnitude: 1.052e+04, gradient 4.852e-03, dot 0.074; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
th(0)=-8.12143005519521;dx=-3.782500748413045
Armijo: th(83783.57127901778)=-0.6414910996634591; dx=1.6510512232267244E-6 evalInputDelta=-7.479938955531751
Armijo: th(41891.78563950889)=-0.6522881546372477; dx=3.6746787457777897E-6 evalInputDelta=-7.469141900557963
Armijo: th(13963.928546502962)=-0.7980219895068138; dx=5.810945649859459E-6 evalInputDelta=-7.323408065688397
Armijo: th(3490.9821366257406)=-0.9381043154281472; dx=2.610890275418648E-5 evalInputDelta=-7.183325739767064
Armijo: th(698.1964273251481)=-0.8620309809262151; dx=1.1924557264886545E-5 evalInputDelta=-7.2593990742689956
Armijo: th(116.36607122085802)=-0.36732482619391543; dx=0.0011767072737907016 evalInputDelta=-7.754105229001295
Armijo: th(16.623724460122574)=-1.1396853238462625; dx=0.06249002123982624 evalInputDelta=-6.981744731348948
Armijo: th(2.0779655575153217)=-4.993768457166547; dx=0.6222035523187042 evalInputDelta=-3.1276615980286637
Armijo: th(0.23088506194614686)=-7.576359562337437; dx=2.3699369047807926 evalInputDelta=-0.5450704928577732
New Minimum: -8.12143005519521 > -8.201201402145964
END: th(0.023088506194614687)=-8.201201402145964; dx=-1.0833538146429433 evalInputDelta=0.0797713469507535
Fitness changed from -8.12143005519521 to -8.201201402145964
Iteration 16 complete. Error: -8.201201402145964 Total: 12.1322; Orientation: 0.5811; Line Search: 10.6815
Adding measurement 55178522 to history. Total: 4
Rejected: LBFGS Orientation magnitude: 4.249e+03, gradient 4.976e-03, dot -0.187; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -8.201201402145964, -8.12143005519521, -0.48435188356216363, -0.23944473984372008, -0.05075269458128884
Rejected: LBFGS Orientation magnitude: 6.798e+04, gradient 4.976e-03, dot -0.183; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -8.201201402145964, -8.12143005519521, -0.48435188356216363, -0.23944473984372008
LBFGS Accumulation History: 3 points
Removed measurement 55178522 to history. Total: 4
Removed measurement 5d764663 to history. Total: 3
th(0)=-8.201201402145964;dx=-2.474029489789204E-5
New Minimum: -8.201201402145964 > -8.201202403273195
WOLFE (weak): th(0.04974267868669392)=-8.201202403273195; dx=-2.4570686804278275E-5 evalInputDelta=1.001127230892962E-6
New Minimum: -8.201202403273195 > -8.201203404400303
WOLFE (weak): th(0.09948535737338784)=-8.201203404400303; dx=-2.456599844036874E-5 evalInputDelta=2.002254339217302E-6
New Minimum: -8.201203404400303 > -8.201207075198655
WOLFE (weak): th(0.29845607212016356)=-8.201207075198655; dx=-2.4568799100080834E-5 evalInputDelta=5.673052690724489E-6
New Minimum: -8.201207075198655 > -8.201223760625
WOLFE (weak): th(1.1938242884806542)=-8.201223760625; dx=-2.456957929981811E-5 evalInputDelta=2.2358479036199697E-5
New Minimum: -8.201223760625 > -8.201311525408693
WOLFE (weak): th(5.969121442403271)=-8.201311525408693; dx=-2.4573249540012633E-5 evalInputDelta=1.1012326272918926E-4
New Minimum: -8.201311525408693 > -8.2018624532258
WOLFE (weak): th(35.814728654419625)=-8.2018624532258; dx=-2.4571724727926735E-5 evalInputDelta=6.610510798363833E-4
New Minimum: -8.2018624532258 > -8.205817635747792
WOLFE (weak): th(250.70310058093736)=-8.205817635747792; dx=-2.451516667176777E-5 evalInputDelta=0.004616233601828057
New Minimum: -8.205817635747792 > -8.237390729306465
WOLFE (weak): th(2005.6248046474989)=-8.237390729306465; dx=-2.389831221901985E-5 evalInputDelta=0.036189327160501605
New Minimum: -8.237390729306465 > -8.479280729484575
END: th(18050.62324182749)=-8.479280729484575; dx=-1.8017415873179068E-5 evalInputDelta=0.2780793273386113
Fitness changed from -8.201201402145964 to -8.479280729484575
Iteration 17 complete. Error: -8.479280729484575 Total: 10.8809; Orientation: 1.0388; Line Search: 8.9898
Adding measurement 150fc029 to history. Total: 3
Accepted: LBFGS Orientation magnitude: 1.074e+04, gradient 4.354e-03, dot 0.034; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
th(0)=-8.479280729484575;dx=-1.5520309252534743
Armijo: th(38888.88888888892)=-0.64660177528861; dx=4.012709550182376E-6 evalInputDelta=-7.832678954195965
Armijo: th(19444.44444444446)=-0.7251373032081571; dx=7.205637254901244E-6 evalInputDelta=-7.754143426276418
Armijo: th(6481.481481481486)=-0.895210025842982; dx=2.3715979352747383E-5 evalInputDelta=-7.5840707036415935
Armijo: th(1620.3703703703716)=-1.0044606698061087; dx=1.9247378959719657E-5 evalInputDelta=-7.474820059678466
Armijo: th(324.0740740740743)=-0.6786243773141436; dx=-1.423711943418179E-4 evalInputDelta=-7.8006563521704315
Armijo: th(54.012345679012384)=-0.37535103257833896; dx=0.0055248995073061994 evalInputDelta=-8.103929696906237
Armijo: th(7.716049382716055)=-2.562036631543209; dx=0.16110269613487 evalInputDelta=-5.917244097941366
Armijo: th(0.9645061728395069)=-6.13567157019124; dx=0.7740381569465447 evalInputDelta=-2.343609159293335
Armijo: th(0.10716735253772298)=-8.23589317391886; dx=2.9695549019261223 evalInputDelta=-0.24338755556571456
New Minimum: -8.479280729484575 > -8.496422238938392
END: th(0.010716735253772298)=-8.496422238938392; dx=-0.04861097525682706 evalInputDelta=0.01714150945381654
Fitness changed from -8.479280729484575 to -8.496422238938392
Iteration 18 complete. Error: -8.496422238938392 Total: 11.1712; Orientation: 0.4595; Line Search: 9.8772
Adding measurement 49d03f70 to history. Total: 4
Rejected: LBFGS Orientation magnitude: 5.306e+03, gradient 4.532e-03, dot -0.300; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -8.496422238938392, -8.479280729484575, -0.48435188356216363, -0.23944473984372008, -0.05075269458128884
Rejected: LBFGS Orientation magnitude: 1.128e+05, gradient 4.532e-03, dot -0.205; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -8.496422238938392, -8.479280729484575, -0.48435188356216363, -0.23944473984372008
LBFGS Accumulation History: 3 points
Removed measurement 49d03f70 to history. Total: 4
Removed measurement 150fc029 to history. Total: 3
th(0)=-8.496422238938392;dx=-2.0515506919044246E-5
New Minimum: -8.496422238938392 > -8.496422561052265
WOLFE (weak): th(0.023088506194614684)=-8.496422561052265; dx=-2.0258836837062355E-5 evalInputDelta=3.221138733522366E-7
WOLFE (weak): th(0.04617701238922937)=-8.496422561052265; dx=-2.0256520067130427E-5 evalInputDelta=3.221138733522366E-7
New Minimum: -8.496422561052265 > -8.49642417162144
WOLFE (weak): th(0.1385310371676881)=-8.49642417162144; dx=-2.025928083439512E-5 evalInputDelta=1.932683048266881E-6
New Minimum: -8.49642417162144 > -8.496429969667945
WOLFE (weak): th(0.5541241486707524)=-8.496429969667945; dx=-2.02642347310829E-5 evalInputDelta=7.730729553401261E-6
New Minimum: -8.496429969667945 > -8.496459281953603
WOLFE (weak): th(2.770620743353762)=-8.496459281953603; dx=-2.0265615716428187E-5 evalInputDelta=3.704301521167963E-5
New Minimum: -8.496459281953603 > -8.496647071450429
WOLFE (weak): th(16.623724460122574)=-8.496647071450429; dx=-2.0270249609536105E-5 evalInputDelta=2.2483251203730958E-4
New Minimum: -8.496647071450429 > -8.498000772417845
WOLFE (weak): th(116.36607122085802)=-8.498000772417845; dx=-2.0244456660315402E-5 evalInputDelta=0.0015785334794529149
New Minimum: -8.498000772417845 > -8.509010465286423
WOLFE (weak): th(930.9285697668641)=-8.509010465286423; dx=-2.0016264542909533E-5 evalInputDelta=0.012588226348031029
New Minimum: -8.509010465286423 > -8.605065006082485
WOLFE (weak): th(8378.357127901778)=-8.605065006082485; dx=-1.860211141055692E-5 evalInputDelta=0.10864276714409371
New Minimum: -8.605065006082485 > -9.221805868075544
END: th(83783.57127901778)=-9.221805868075544; dx=-9.298233040297686E-6 evalInputDelta=0.725383629137152
Fitness changed from -8.496422238938392 to -9.221805868075544
Iteration 19 complete. Error: -9.221805868075544 Total: 11.7285; Orientation: 1.0265; Line Search: 9.8551
Adding measurement 261ab1e0 to history. Total: 3
Accepted: LBFGS Orientation magnitude: 1.202e+04, gradient 4.964e-03, dot 0.111; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
th(0)=-9.221805868075544;dx=-6.602725998107464
Armijo: th(180506.2324182749)=-0.7704809538810033; dx=1.994974795350508E-6 evalInputDelta=-8.45132491419454
Armijo: th(90253.11620913746)=-0.726255933914551; dx=4.58161563109897E-6 evalInputDelta=-8.495549934160993
Armijo: th(30084.372069712485)=-0.7235954056842315; dx=1.4705753018693448E-5 evalInputDelta=-8.498210462391313
Armijo: th(7521.093017428121)=-0.9059601004286669; dx=4.10061114140549E-5 evalInputDelta=-8.315845767646877
Armijo: th(1504.2186034856243)=-1.040221608073762; dx=1.754131038112874E-4 evalInputDelta=-8.181584260001781
Armijo: th(250.7031005809374)=-0.7298022216294906; dx=0.001305526012412285 evalInputDelta=-8.492003646446053
Armijo: th(35.814728654419625)=-0.6847723595792679; dx=0.024541406512118037 evalInputDelta=-8.537033508496275
Armijo: th(4.476841081802453)=-4.071264683477102; dx=0.3811713955206391 evalInputDelta=-5.150541184598442
Armijo: th(0.49742678686693925)=-8.242154049148361; dx=1.2958130213367227 evalInputDelta=-0.9796518189271826
New Minimum: -9.221805868075544 > -9.513425121671634
END: th(0.04974267868669392)=-9.513425121671634; dx=-1.2859158750231736 evalInputDelta=0.29161925359609064
Fitness changed from -9.221805868075544 to -9.513425121671634
Iteration 20 complete. Error: -9.513425121671634 Total: 11.1700; Orientation: 0.4552; Line Search: 9.8793
Iteration 20
Adding measurement 57b2225e to history. Total: 4
Rejected: LBFGS Orientation magnitude: 7.052e+03, gradient 5.179e-03, dot -0.131; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -9.513425121671634, -9.221805868075544, -0.48435188356216363, -0.23944473984372008, -0.05075269458128884
Rejected: LBFGS Orientation magnitude: 1.902e+04, gradient 5.179e-03, dot -0.140; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -9.513425121671634, -9.221805868075544, -0.48435188356216363, -0.23944473984372008
LBFGS Accumulation History: 3 points
Removed measurement 57b2225e to history. Total: 4
Removed measurement 261ab1e0 to history. Total: 3
th(0)=-9.513425121671634;dx=-2.6684106329889467E-5
New Minimum: -9.513425121671634 > -9.513427710785018
WOLFE (weak): th(0.10716735253772301)=-9.513427710785018; dx=-2.6343641392491983E-5 evalInputDelta=2.589113384132702E-6
New Minimum: -9.513427710785018 > -9.513430012218544
WOLFE (weak): th(0.21433470507544602)=-9.513430012218544; dx=-2.6348222521799045E-5 evalInputDelta=4.89054690966384E-6
New Minimum: -9.513430012218544 > -9.513437204194723
WOLFE (weak): th(0.643004115226338)=-9.513437204194723; dx=-2.6343808460945032E-5 evalInputDelta=1.208252308870783E-5
New Minimum: -9.513437204194723 > -9.513474602383214
WOLFE (weak): th(2.572016460905352)=-9.513474602383214; dx=-2.6348567306259843E-5 evalInputDelta=4.9480711579619197E-5
New Minimum: -9.513474602383214 > -9.513669358265457
WOLFE (weak): th(12.860082304526761)=-9.513669358265457; dx=-2.6339011193874227E-5 evalInputDelta=2.442365938222224E-4
New Minimum: -9.513669358265457 > -9.51489044719536
WOLFE (weak): th(77.16049382716056)=-9.51489044719536; dx=-2.633982195309886E-5 evalInputDelta=0.001465325523724914
New Minimum: -9.51489044719536 > -9.523641457104462
WOLFE (weak): th(540.123456790124)=-9.523641457104462; dx=-2.6158943274914574E-5 evalInputDelta=0.010216335432827961
New Minimum: -9.523641457104462 > -9.592917971647438
WOLFE (weak): th(4320.987654320992)=-9.592917971647438; dx=-2.466548885272075E-5 evalInputDelta=0.07949284997580364
New Minimum: -9.592917971647438 > -10.014483067818146
END: th(38888.88888888893)=-10.014483067818146; dx=-1.370633056786015E-5 evalInputDelta=0.5010579461465117
Fitness changed from -9.513425121671634 to -10.014483067818146
Iteration 21 complete. Error: -10.014483067818146 Total: 11.8575; Orientation: 1.2245; Line Search: 9.7658
Adding measurement 768e1604 to history. Total: 3
Accepted: LBFGS Orientation magnitude: 1.318e+04, gradient 4.566e-03, dot 0.071; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
th(0)=-10.014483067818146;dx=-4.274211707972023
Armijo: th(83783.57127901778)=-0.7420925661124417; dx=5.88070369203795E-6 evalInputDelta=-9.272390501705704
Armijo: th(41891.78563950889)=-0.7173985806648232; dx=1.221693606873053E-5 evalInputDelta=-9.297084487153322
Armijo: th(13963.928546502962)=-0.8001267481196287; dx=3.531303078293193E-5 evalInputDelta=-9.214356319698517
Armijo: th(3490.9821366257406)=-0.9259150415731745; dx=1.1529241805496763E-4 evalInputDelta=-9.088568026244971
Armijo: th(698.1964273251481)=-0.8843099383004328; dx=5.735612335248493E-4 evalInputDelta=-9.130173129517713
Armijo: th(116.36607122085802)=-0.5995974915535075; dx=0.006145016675178381 evalInputDelta=-9.414885576264638
Armijo: th(16.623724460122574)=-1.2578162562483914; dx=0.08244666720948443 evalInputDelta=-8.756666811569755
Armijo: th(2.0779655575153217)=-6.324371276060302; dx=0.9981360236127288 evalInputDelta=-3.690111791757844
Armijo: th(0.23088506194614686)=-9.618259244894396; dx=1.455667855329405 evalInputDelta=-0.3962238229237496
New Minimum: -10.014483067818146 > -10.116881157317307
END: th(0.023088506194614687)=-10.116881157317307; dx=-1.4516433215262652 evalInputDelta=0.10239808949916096
Fitness changed from -10.014483067818146 to -10.116881157317307
Iteration 22 complete. Error: -10.116881157317307 Total: 11.2829; Orientation: 0.4658; Line Search: 9.9868
Adding measurement 69319b3d to history. Total: 4
Rejected: LBFGS Orientation magnitude: 5.324e+03, gradient 4.769e-03, dot -0.350; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -10.116881157317307, -10.014483067818146, -0.48435188356216363, -0.23944473984372008, -0.05075269458128884
Rejected: LBFGS Orientation magnitude: 6.361e+04, gradient 4.769e-03, dot -0.171; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -10.116881157317307, -10.014483067818146, -0.48435188356216363, -0.23944473984372008
LBFGS Accumulation History: 3 points
Removed measurement 69319b3d to history. Total: 4
Removed measurement 768e1604 to history. Total: 3
th(0)=-10.116881157317307;dx=-2.2706461591747534E-5
New Minimum: -10.116881157317307 > -10.116882239395995
WOLFE (weak): th(0.04974267868669392)=-10.116882239395995; dx=-2.2269617346187205E-5 evalInputDelta=1.0820786879861544E-6
New Minimum: -10.116882239395995 > -10.116882780435295
WOLFE (weak): th(0.09948535737338784)=-10.116882780435295; dx=-2.227228203751592E-5 evalInputDelta=1.623117988458489E-6
New Minimum: -10.116882780435295 > -10.116886026670487
WOLFE (weak): th(0.29845607212016356)=-10.116886026670487; dx=-2.2277168212003415E-5 evalInputDelta=4.869353180225744E-6
New Minimum: -10.116886026670487 > -10.116899552639245
WOLFE (weak): th(1.1938242884806542)=-10.116899552639245; dx=-2.226382310070303E-5 evalInputDelta=1.8395321937703102E-5
New Minimum: -10.116899552639245 > -10.116969346350634
WOLFE (weak): th(5.969121442403271)=-10.116969346350634; dx=-2.22706070739787E-5 evalInputDelta=8.81890333275237E-5
New Minimum: -10.116969346350634 > -10.117411903019793
WOLFE (weak): th(35.814728654419625)=-10.117411903019793; dx=-2.2266007745163245E-5 evalInputDelta=5.307457024859019E-4
New Minimum: -10.117411903019793 > -10.12059633357325
WOLFE (weak): th(250.70310058093736)=-10.12059633357325; dx=-2.2248761921584606E-5 evalInputDelta=0.0037151762559428647
New Minimum: -10.12059633357325 > -10.146383219554792
WOLFE (weak): th(2005.6248046474989)=-10.146383219554792; dx=-2.1826085579423126E-5 evalInputDelta=0.029502062237485305
New Minimum: -10.146383219554792 > -10.356174934841274
END: th(18050.62324182749)=-10.356174934841274; dx=-1.818851576389843E-5 evalInputDelta=0.23929377752396697
Fitness changed from -10.116881157317307 to -10.356174934841274
Iteration 23 complete. Error: -10.356174934841274 Total: 11.1392; Orientation: 1.0340; Line Search: 9.2799
Adding measurement 3d41932f to history. Total: 3
Accepted: LBFGS Orientation magnitude: 1.472e+04, gradient 4.372e-03, dot 0.062; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
th(0)=-10.356174934841274;dx=-3.941824682546267
Armijo: th(38888.88888888892)=-0.7649583681773919; dx=1.3490837460408825E-5 evalInputDelta=-9.591216566663881
Armijo: th(19444.44444444446)=-0.785714857778393; dx=2.9147907329944963E-5 evalInputDelta=-9.570460077062881
Armijo: th(6481.481481481486)=-0.9207654888995125; dx=6.22106989546415E-5 evalInputDelta=-9.435409445941762
Armijo: th(1620.3703703703716)=-0.948420462036664; dx=2.3745896542534526E-4 evalInputDelta=-9.40775447280461
Armijo: th(324.0740740740743)=-0.7858836396217037; dx=0.0013521364524622965 evalInputDelta=-9.57029129521957
Armijo: th(54.012345679012384)=-0.6734619280720592; dx=0.015731686644651105 evalInputDelta=-9.682713006769214
Armijo: th(7.716049382716055)=-2.4849907032074507; dx=0.26227857290703904 evalInputDelta=-7.871184231633823
Armijo: th(0.9645061728395069)=-8.214707834778455; dx=1.1356131833986103 evalInputDelta=-2.141467100062819
Armijo: th(0.10716735253772298)=-10.323622922317833; dx=1.3339074610720645 evalInputDelta=-0.032552012523440865
New Minimum: -10.356174934841274 > -10.403397312973667
END: th(0.010716735253772298)=-10.403397312973667; dx=-2.048519801719269 evalInputDelta=0.047222378132392606
Fitness changed from -10.356174934841274 to -10.403397312973667
Iteration 24 complete. Error: -10.403397312973667 Total: 11.3487; Orientation: 0.5205; Line Search: 9.9805
Adding measurement 72ed10 to history. Total: 4
Rejected: LBFGS Orientation magnitude: 1.616e+04, gradient 4.556e-03, dot -0.251; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -10.403397312973667, -10.356174934841274, -0.48435188356216363, -0.23944473984372008, -0.05075269458128884
Rejected: LBFGS Orientation magnitude: 1.760e+05, gradient 4.556e-03, dot -0.186; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -10.403397312973667, -10.356174934841274, -0.48435188356216363, -0.23944473984372008
LBFGS Accumulation History: 3 points
Removed measurement 72ed10 to history. Total: 4
Removed measurement 3d41932f to history. Total: 3
th(0)=-10.403397312973667;dx=-2.073160599183962E-5
New Minimum: -10.403397312973667 > -10.403398365251224
WOLFE (weak): th(0.023088506194614684)=-10.403398365251224; dx=-2.0264230012557443E-5 evalInputDelta=1.0522775575338983E-6
WOLFE (weak): th(0.04617701238922937)=-10.403398365251224; dx=-2.0264717068595112E-5 evalInputDelta=1.0522775575338983E-6
New Minimum: -10.403398365251224 > -10.403399417528673
WOLFE (weak): th(0.1385310371676881)=-10.403399417528673; dx=-2.0261185583449136E-5 evalInputDelta=2.1045550067100294E-6
New Minimum: -10.403399417528673 > -10.403404678914331
WOLFE (weak): th(0.5541241486707524)=-10.403404678914331; dx=-2.026616857325201E-5 evalInputDelta=7.36594066452767E-6
New Minimum: -10.403404678914331 > -10.403435194898668
WOLFE (weak): th(2.770620743353762)=-10.403435194898668; dx=-2.0269027680798163E-5 evalInputDelta=3.788192500131515E-5
New Minimum: -10.403435194898668 > -10.403620393435295
WOLFE (weak): th(16.623724460122574)=-10.403620393435295; dx=-2.0255423839482847E-5 evalInputDelta=2.2308046162855533E-4
New Minimum: -10.403620393435295 > -10.404950884865443
WOLFE (weak): th(116.36607122085802)=-10.404950884865443; dx=-2.0220197586854704E-5 evalInputDelta=0.0015535718917760732
New Minimum: -10.404950884865443 > -10.415756338314358
WOLFE (weak): th(930.9285697668641)=-10.415756338314358; dx=-2.0094114080538067E-5 evalInputDelta=0.012359025340691332
New Minimum: -10.415756338314358 > -10.51053728848324
WOLFE (weak): th(8378.357127901778)=-10.51053728848324; dx=-1.8896081214083246E-5 evalInputDelta=0.10713997550957366
New Minimum: -10.51053728848324 > -11.163143918611445
END: th(83783.57127901778)=-11.163143918611445; dx=-1.1636558849076927E-5 evalInputDelta=0.759746605637778
Fitness changed from -10.403397312973667 to -11.163143918611445
Iteration 25 complete. Error: -11.163143918611445 Total: 11.7845; Orientation: 1.0367; Line Search: 9.9019
Iteration 25
Adding measurement 6e60a7bd to history. Total: 3
Accepted: LBFGS Orientation magnitude: 1.430e+04, gradient 4.832e-03, dot 0.117; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
th(0)=-11.163143918611445;dx=-8.10030736361167
Armijo: th(180506.2324182749)=-0.9080953434406793; dx=4.706396851526374E-6 evalInputDelta=-10.255048575170765
Armijo: th(90253.11620913746)=-0.9274065631685238; dx=9.25497320788497E-6 evalInputDelta=-10.235737355442922
Armijo: th(30084.372069712485)=-0.9117673423298532; dx=2.9469238883345002E-5 evalInputDelta=-10.251376576281592
Armijo: th(7521.093017428121)=-0.9935891019370989; dx=1.1014471732639466E-4 evalInputDelta=-10.169554816674346
Armijo: th(1504.2186034856243)=-1.042379579175792; dx=5.186016335889216E-4 evalInputDelta=-10.120764339435652
Armijo: th(250.7031005809374)=-0.8956654293839564; dx=0.0034774410767323075 evalInputDelta=-10.267478489227488
Armijo: th(35.814728654419625)=-0.9463230210156666; dx=0.03775069296383292 evalInputDelta=-10.216820897595777
Armijo: th(4.476841081802453)=-4.838528454137181; dx=0.6440411340390785 evalInputDelta=-6.324615464474263
Armijo: th(0.49742678686693925)=-10.896173321298576; dx=1.1402641829678382 evalInputDelta=-0.2669705973128682
New Minimum: -11.163143918611445 > -11.556846559588942
END: th(0.04974267868669392)=-11.556846559588942; dx=-3.6983255110706645 evalInputDelta=0.39370264097749796
Fitness changed from -11.163143918611445 to -11.556846559588942
Iteration 26 complete. Error: -11.556846559588942 Total: 11.9758; Orientation: 0.5357; Line Search: 10.5759
Adding measurement 7b31b2a2 to history. Total: 4
Rejected: LBFGS Orientation magnitude: 8.310e+03, gradient 5.039e-03, dot -0.133; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -11.556846559588942, -11.163143918611445, -0.48435188356216363, -0.23944473984372008, -0.05075269458128884
Rejected: LBFGS Orientation magnitude: 2.801e+04, gradient 5.039e-03, dot -0.134; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -11.556846559588942, -11.163143918611445, -0.48435188356216363, -0.23944473984372008
LBFGS Accumulation History: 3 points
Removed measurement 7b31b2a2 to history. Total: 4
Removed measurement 6e60a7bd to history. Total: 3
th(0)=-11.556846559588942;dx=-2.537148316820891E-5
New Minimum: -11.556846559588942 > -11.556848454095565
WOLFE (weak): th(0.10716735253772301)=-11.556848454095565; dx=-2.4813981096247396E-5 evalInputDelta=1.8945066226905283E-6
New Minimum: -11.556848454095565 > -11.556850822228407
WOLFE (weak): th(0.21433470507544602)=-11.556850822228407; dx=-2.4805448531691345E-5 evalInputDelta=4.262639464513995E-6
New Minimum: -11.556850822228407 > -11.556858873876433
WOLFE (weak): th(0.643004115226338)=-11.556858873876433; dx=-2.4797000271229748E-5 evalInputDelta=1.2314287490156062E-5
New Minimum: -11.556858873876433 > -11.55689297491177
WOLFE (weak): th(2.572016460905352)=-11.55689297491177; dx=-2.4818671821110616E-5 evalInputDelta=4.64153228278974E-5
New Minimum: -11.55689297491177 > -11.55707295093136
WOLFE (weak): th(12.860082304526761)=-11.55707295093136; dx=-2.4803782920410323E-5 evalInputDelta=2.2639134241764225E-4
New Minimum: -11.55707295093136 > -11.558200105416985
WOLFE (weak): th(77.16049382716056)=-11.558200105416985; dx=-2.4802180116624575E-5 evalInputDelta=0.0013535458280422574
New Minimum: -11.558200105416985 > -11.56626599762882
WOLFE (weak): th(540.123456790124)=-11.56626599762882; dx=-2.4644551932684235E-5 evalInputDelta=0.009419438039877548
New Minimum: -11.56626599762882 > -11.62971260396044
WOLFE (weak): th(4320.987654320992)=-11.62971260396044; dx=-2.34878489772456E-5 evalInputDelta=0.0728660443714979
New Minimum: -11.62971260396044 > -12.037776580399376
END: th(38888.88888888893)=-12.037776580399376; dx=-1.4484489495379304E-5 evalInputDelta=0.48093002081043323
Fitness changed from -11.556846559588942 to -12.037776580399376
Iteration 27 complete. Error: -12.037776580399376 Total: 10.8833; Orientation: 1.0377; Line Search: 9.0126
Adding measurement 1ffd79ad to history. Total: 3
Accepted: LBFGS Orientation magnitude: 1.831e+04, gradient 4.515e-03, dot 0.120; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
th(0)=-12.037776580399376;dx=-9.900560931440197
Armijo: th(83783.57127901778)=-1.0522386878392966; dx=1.3536787404409704E-5 evalInputDelta=-10.985537892560078
Armijo: th(41891.78563950889)=-1.0517252822442804; dx=2.792099874075094E-5 evalInputDelta=-10.986051298155095
Armijo: th(13963.928546502962)=-1.0508673804578494; dx=8.486640448224532E-5 evalInputDelta=-10.986909199941525
Armijo: th(3490.9821366257406)=-1.1418903949321273; dx=3.056613402969051E-4 evalInputDelta=-10.895886185467248
Armijo: th(698.1964273251481)=-1.1413853573292847; dx=0.0014908395396853562 evalInputDelta=-10.896391223070092
Armijo: th(116.36607122085802)=-0.9759192950957548; dx=0.011518222566882959 evalInputDelta=-11.06185728530362
Armijo: th(16.623724460122574)=-1.4704988384240743; dx=0.11513900990403622 evalInputDelta=-10.567277741975301
Armijo: th(2.0779655575153217)=-7.511777615710561; dx=1.578372424119808 evalInputDelta=-4.525998964688815
New Minimum: -12.037776580399376 > -12.521648860146131
END: th(0.23088506194614686)=-12.521648860146131; dx=-0.4713398827716404 evalInputDelta=0.4838722797467554
Fitness changed from -12.037776580399376 to -12.521648860146131
Iteration 28 complete. Error: -12.521648860146131 Total: 10.4677; Orientation: 0.4617; Line Search: 9.1609
Adding measurement e5460f6 to history. Total: 4
Rejected: LBFGS Orientation magnitude: 1.789e+04, gradient 6.413e-03, dot -0.143; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -12.521648860146131, -12.037776580399376, -0.48435188356216363, -0.23944473984372008, -0.05075269458128884
Rejected: LBFGS Orientation magnitude: 7.271e+04, gradient 6.413e-03, dot -0.079; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -12.521648860146131, -12.037776580399376, -0.48435188356216363, -0.23944473984372008
LBFGS Accumulation History: 3 points
Removed measurement e5460f6 to history. Total: 4
Removed measurement 1ffd79ad to history. Total: 3
th(0)=-12.521648860146131;dx=-4.1099740746612467E-5
New Minimum: -12.521648860146131 > -12.521665908337413
WOLFE (weak): th(0.4974267868669392)=-12.521665908337413; dx=-3.960223190646086E-5 evalInputDelta=1.7048191281787695E-5
New Minimum: -12.521665908337413 > -12.52168208224102
WOLFE (weak): th(0.9948535737338784)=-12.52168208224102; dx=-3.9589995192369326E-5 evalInputDelta=3.3222094888429865E-5
New Minimum: -12.52168208224102 > -12.521746777646529
WOLFE (weak): th(2.9845607212016354)=-12.521746777646529; dx=-3.9592083742770066E-5 evalInputDelta=9.791750039767066E-5
New Minimum: -12.521746777646529 > -12.522038339954793
WOLFE (weak): th(11.938242884806542)=-12.522038339954793; dx=-3.959220030435093E-5 evalInputDelta=3.894798086623297E-4
New Minimum: -12.522038339954793 > -12.523600945781366
WOLFE (weak): th(59.69121442403271)=-12.523600945781366; dx=-3.958498796279666E-5 evalInputDelta=0.001952085635235079
New Minimum: -12.523600945781366 > -12.533333666912872
WOLFE (weak): th(358.1472865441963)=-12.533333666912872; dx=-3.937760717228947E-5 evalInputDelta=0.011684806766741218
New Minimum: -12.533333666912872 > -12.602472761785327
WOLFE (weak): th(2507.0310058093737)=-12.602472761785327; dx=-3.860374988562034E-5 evalInputDelta=0.08082390163919584
New Minimum: -12.602472761785327 > -13.11226782473602
END: th(20056.24804647499)=-13.11226782473602; dx=-3.3174695496928994E-5 evalInputDelta=0.590618964589888
Fitness changed from -12.521648860146131 to -13.11226782473602
Iteration 29 complete. Error: -13.11226782473602 Total: 9.9692; Orientation: 1.0242; Line Search: 8.0979
Adding measurement 4f4e0655 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.736e+04, gradient 5.799e-03, dot -0.159; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -13.11226782473602, -0.48435188356216363, -0.23944473984372008, -0.05075269458128884
LBFGS Accumulation History: 3 points
Removed measurement 4f4e0655 to history. Total: 3
th(0)=-13.11226782473602;dx=-3.3605822215188635E-5
New Minimum: -13.11226782473602 > -14.002065714337542
END: th(43209.87654320992)=-14.002065714337542; dx=-2.3601790831425167E-5 evalInputDelta=0.8897978896015228
Fitness changed from -13.11226782473602 to -14.002065714337542
Iteration 30 complete. Error: -14.002065714337542 Total: 3.1145; Orientation: 0.4769; Line Search: 1.7907
Iteration 30
Adding measurement b14e593 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.584e+04, gradient 5.131e-03, dot -0.176; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -14.002065714337542, -0.48435188356216363, -0.23944473984372008, -0.05075269458128884
LBFGS Accumulation History: 3 points
Removed measurement b14e593 to history. Total: 3
th(0)=-14.002065714337542;dx=-2.6305293997076422E-5
New Minimum: -14.002065714337542 > -15.178582139852752
END: th(93092.85697668642)=-15.178582139852752; dx=-1.5009786428693024E-5 evalInputDelta=1.17651642551521
Fitness changed from -14.002065714337542 to -15.178582139852752
Iteration 31 complete. Error: -15.178582139852752 Total: 3.1704; Orientation: 0.5060; Line Search: 1.7885
Adding measurement 339141e5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.606e+05, gradient 5.068e-03, dot -0.181; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -15.178582139852752, -0.48435188356216363, -0.23944473984372008, -0.05075269458128884
LBFGS Accumulation History: 3 points
Removed measurement 339141e5 to history. Total: 3
th(0)=-15.178582139852752;dx=-2.5665749736478154E-5
New Minimum: -15.178582139852752 > -16.375420252686883
END: th(200562.4804647499)=-16.375420252686883; dx=-5.363918814630443E-6 evalInputDelta=1.196838112834131
Fitness changed from -15.178582139852752 to -16.375420252686883
Iteration 32 complete. Error: -16.375420252686883 Total: 3.1237; Orientation: 0.4954; Line Search: 1.7910
Adding measurement 26a1cf77 to history. Total: 3
Accepted: LBFGS Orientation magnitude: 6.788e+03, gradient 6.502e-03, dot 0.281; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
th(0)=-16.375420252686883;dx=-12.419221943365391
Armijo: th(432098.76543209923)=-3.9901697168215122; dx=1.1218425746789613E-5 evalInputDelta=-12.38525053586537
Armijo: th(216049.38271604961)=-3.9964206471884016; dx=2.246387503773603E-5 evalInputDelta=-12.378999605498482
Armijo: th(72016.46090534987)=-4.004447369333677; dx=6.714759789883951E-5 evalInputDelta=-12.370972883353206
Armijo: th(18004.115226337468)=-4.004447027611664; dx=2.646976381839546E-4 evalInputDelta=-12.370973225075218
Armijo: th(3600.8230452674934)=-4.0042804346578755; dx=0.0013272311260395504 evalInputDelta=-12.371139818029008
Armijo: th(600.1371742112489)=-3.995394488855913; dx=0.008062887100135783 evalInputDelta=-12.38002576383097
Armijo: th(85.7338820301784)=-4.533248727901244; dx=0.05751506563380862 evalInputDelta=-11.84217152478564
Armijo: th(10.7167352537723)=-11.251468337757666; dx=0.6309935730900814 evalInputDelta=-5.123951914929217
New Minimum: -16.375420252686883 > -21.572865271666906
END: th(1.1907483615302557)=-21.572865271666906; dx=-1.048340004696552 evalInputDelta=5.197445018980023
Fitness changed from -16.375420252686883 to -21.572865271666906
Iteration 33 complete. Error: -21.572865271666906 Total: 11.1011; Orientation: 0.4613; Line Search: 9.8065
Adding measurement 5b3e6e0f to history. Total: 4
Rejected: LBFGS Orientation magnitude: 6.900e+05, gradient 6.124e-03, dot -0.087; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -21.572865271666906, -16.375420252686883, -0.48435188356216363, -0.23944473984372008, -0.05075269458128884
Rejected: LBFGS Orientation magnitude: 9.875e+05, gradient 6.124e-03, dot -0.076; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -21.572865271666906, -16.375420252686883, -0.48435188356216363, -0.23944473984372008
LBFGS Accumulation History: 3 points
Removed measurement 5b3e6e0f to history. Total: 4
Removed measurement 26a1cf77 to history. Total: 3
th(0)=-21.572865271666906;dx=-3.748276364909372E-5
New Minimum: -21.572865271666906 > -21.572938345087962
END: th(2.5653895771794097)=-21.572938345087962; dx=-3.328797610628708E-5 evalInputDelta=7.307342105633552E-5
Fitness changed from -21.572865271666906 to -21.572938345087962
Iteration 34 complete. Error: -21.572938345087962 Total: 3.6647; Orientation: 1.0520; Line Search: 1.7770
Adding measurement 4de5466f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.661e+04, gradient 6.124e-03, dot -0.079; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -21.572938345087962, -0.48435188356216363, -0.23944473984372008, -0.05075269458128884
LBFGS Accumulation History: 3 points
Removed measurement 4de5466f to history. Total: 3
th(0)=-21.572938345087962;dx=-3.747802477983756E-5
New Minimum: -21.572938345087962 > -21.57309464018544
END: th(5.5269642985215475)=-21.57309464018544; dx=-3.328015619050761E-5 evalInputDelta=1.562950974793864E-4
Fitness changed from -21.572938345087962 to -21.57309464018544
Iteration 35 complete. Error: -21.57309464018544 Total: 3.0854; Orientation: 0.4733; Line Search: 1.7909
Iteration 35
Adding measurement 3642a1eb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.648e+04, gradient 6.123e-03, dot -0.079; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -21.57309464018544, -0.48435188356216363, -0.23944473984372008, -0.05075269458128884
LBFGS Accumulation History: 3 points
Removed measurement 3642a1eb to history. Total: 3
th(0)=-21.57309464018544;dx=-3.747922976460218E-5
New Minimum: -21.57309464018544 > -21.573423465134887
END: th(11.907483615302558)=-21.573423465134887; dx=-3.327593853834258E-5 evalInputDelta=3.288249494453055E-4
Fitness changed from -21.57309464018544 to -21.573423465134887
Iteration 36 complete. Error: -21.573423465134887 Total: 3.1280; Orientation: 0.4688; Line Search: 1.7878
Adding measurement 5bd649a9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.651e+04, gradient 6.123e-03, dot -0.079; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -21.573423465134887, -0.48435188356216363, -0.23944473984372008, -0.05075269458128884
LBFGS Accumulation History: 3 points
Removed measurement 5bd649a9 to history. Total: 3
th(0)=-21.573423465134887;dx=-3.7473402189514845E-5
New Minimum: -21.573423465134887 > -21.57413894655016
END: th(25.6538957717941)=-21.57413894655016; dx=-3.3270233839882596E-5 evalInputDelta=7.154814152734446E-4
Fitness changed from -21.573423465134887 to -21.57413894655016
Iteration 37 complete. Error: -21.57413894655016 Total: 3.0854; Orientation: 0.4851; Line Search: 1.7714
Adding measurement 34bf49cf to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.662e+04, gradient 6.124e-03, dot -0.079; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -21.57413894655016, -0.48435188356216363, -0.23944473984372008, -0.05075269458128884
LBFGS Accumulation History: 3 points
Removed measurement 34bf49cf to history. Total: 3
th(0)=-21.57413894655016;dx=-3.7457535028051584E-5
New Minimum: -21.57413894655016 > -21.57568450838919
END: th(55.26964298521548)=-21.57568450838919; dx=-3.3274149908484437E-5 evalInputDelta=0.0015455618390305403
Fitness changed from -21.57413894655016 to -21.57568450838919
Iteration 38 complete. Error: -21.57568450838919 Total: 3.1023; Orientation: 0.4734; Line Search: 1.7905
Adding measurement 5ec3d5a4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.655e+04, gradient 6.123e-03, dot -0.079; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -21.57568450838919, -0.48435188356216363, -0.23944473984372008, -0.05075269458128884
LBFGS Accumulation History: 3 points
Removed measurement 5ec3d5a4 to history. Total: 3
th(0)=-21.57568450838919;dx=-3.74797479143139E-5
New Minimum: -21.57568450838919 > -21.579006634911003
END: th(119.07483615302559)=-21.579006634911003; dx=-3.328165859604444E-5 evalInputDelta=0.0033221265218124074
Fitness changed from -21.57568450838919 to -21.579006634911003
Iteration 39 complete. Error: -21.579006634911003 Total: 3.0858; Orientation: 0.4775; Line Search: 1.7815
Adding measurement 2672ccaa to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.657e+04, gradient 6.125e-03, dot -0.079; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -21.579006634911003, -0.48435188356216363, -0.23944473984372008, -0.05075269458128884
LBFGS Accumulation History: 3 points
Removed measurement 2672ccaa to history. Total: 3
th(0)=-21.579006634911003;dx=-3.74931396144162E-5
New Minimum: -21.579006634911003 > -21.586169688466356
END: th(256.53895771794106)=-21.586169688466356; dx=-3.3256141132567E-5 evalInputDelta=0.0071630535553524055
Fitness changed from -21.579006634911003 to -21.586169688466356
Iteration 40 complete. Error: -21.586169688466356 Total: 3.1103; Orientation: 0.4792; Line Search: 1.7930
Iteration 40
Adding measurement 6919d870 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.649e+04, gradient 6.120e-03, dot -0.079; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -21.586169688466356, -0.48435188356216363, -0.23944473984372008, -0.05075269458128884
LBFGS Accumulation History: 3 points
Removed measurement 6919d870 to history. Total: 3
th(0)=-21.586169688466356;dx=-3.743056038362597E-5
New Minimum: -21.586169688466356 > -21.601568139723483
END: th(552.6964298521549)=-21.601568139723483; dx=-3.3154126972328906E-5 evalInputDelta=0.015398451257127022
Fitness changed from -21.586169688466356 to -21.601568139723483
Iteration 41 complete. Error: -21.601568139723483 Total: 3.1398; Orientation: 0.4706; Line Search: 1.8113
Adding measurement 33e62d06 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.666e+04, gradient 6.112e-03, dot -0.080; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -21.601568139723483, -0.48435188356216363, -0.23944473984372008, -0.05075269458128884
LBFGS Accumulation History: 3 points
Removed measurement 33e62d06 to history. Total: 3
th(0)=-21.601568139723483;dx=-3.7331877292745304E-5
New Minimum: -21.601568139723483 > -21.634512156662197
END: th(1190.748361530256)=-21.634512156662197; dx=-3.298209579431755E-5 evalInputDelta=0.03294401693871407
Fitness changed from -21.601568139723483 to -21.634512156662197
Iteration 42 complete. Error: -21.634512156662197 Total: 3.1688; Orientation: 0.4693; Line Search: 1.7946
Adding measurement 4af795db to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.748e+04, gradient 6.100e-03, dot -0.080; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -21.634512156662197, -0.48435188356216363, -0.23944473984372008, -0.05075269458128884
LBFGS Accumulation History: 3 points
Removed measurement 4af795db to history. Total: 3
th(0)=-21.634512156662197;dx=-3.714336204938617E-5
New Minimum: -21.634512156662197 > -21.704950351380244
END: th(2565.3895771794105)=-21.704950351380244; dx=-3.250902922023019E-5 evalInputDelta=0.07043819471804724
Fitness changed from -21.634512156662197 to -21.704950351380244
Iteration 43 complete. Error: -21.704950351380244 Total: 3.0929; Orientation: 0.4772; Line Search: 1.7721
Adding measurement 53002157 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.792e+04, gradient 6.042e-03, dot -0.082; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -21.704950351380244, -0.48435188356216363, -0.23944473984372008, -0.05075269458128884
LBFGS Accumulation History: 3 points
Removed measurement 53002157 to history. Total: 3
th(0)=-21.704950351380244;dx=-3.6478169338216706E-5
New Minimum: -21.704950351380244 > -21.851323443595106
END: th(5526.964298521549)=-21.851323443595106; dx=-3.141802875819392E-5 evalInputDelta=0.14637309221486206
Fitness changed from -21.704950351380244 to -21.851323443595106
Iteration 44 complete. Error: -21.851323443595106 Total: 3.1027; Orientation: 0.4678; Line Search: 1.7889
Adding measurement 7a7d8573 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.964e+04, gradient 5.927e-03, dot -0.085; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -21.851323443595106, -0.48435188356216363, -0.23944473984372008, -0.05075269458128884
LBFGS Accumulation History: 3 points
Removed measurement 7a7d8573 to history. Total: 3
th(0)=-21.851323443595106;dx=-3.5106131095362016E-5
New Minimum: -21.851323443595106 > -22.14964371040323
END: th(11907.48361530256)=-22.14964371040323; dx=-2.973277781960358E-5 evalInputDelta=0.2983202668081226
Fitness changed from -21.851323443595106 to -22.14964371040323
Iteration 45 complete. Error: -22.14964371040323 Total: 3.0936; Orientation: 0.4712; Line Search: 1.7872
Iteration 45
Adding measurement 7bbb5756 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.401e+04, gradient 5.787e-03, dot -0.090; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -22.14964371040323, -0.48435188356216363, -0.23944473984372008, -0.05075269458128884
LBFGS Accumulation History: 3 points
Removed measurement 7bbb5756 to history. Total: 3
th(0)=-22.14964371040323;dx=-3.3470003302792315E-5
New Minimum: -22.14964371040323 > -22.72265846556745
END: th(25653.89577179411)=-22.72265846556745; dx=-2.628118847131239E-5 evalInputDelta=0.5730147551642197
Fitness changed from -22.14964371040323 to -22.72265846556745
Iteration 46 complete. Error: -22.72265846556745 Total: 3.1856; Orientation: 0.5108; Line Search: 1.7953
Adding measurement 3f95a39c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.771e+04, gradient 5.433e-03, dot -0.103; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -22.72265846556745, -0.48435188356216363, -0.23944473984372008, -0.05075269458128884
LBFGS Accumulation History: 3 points
Removed measurement 3f95a39c to history. Total: 3
th(0)=-22.72265846556745;dx=-2.950187030301313E-5
New Minimum: -22.72265846556745 > -23.68822585054259
END: th(55269.6429852155)=-23.68822585054259; dx=-2.1137980574970923E-5 evalInputDelta=0.9655673849751416
Fitness changed from -22.72265846556745 to -23.68822585054259
Iteration 47 complete. Error: -23.68822585054259 Total: 3.1247; Orientation: 0.4725; Line Search: 1.8096
Adding measurement 5352d515 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.850e+04, gradient 4.996e-03, dot -0.126; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -23.68822585054259, -0.48435188356216363, -0.23944473984372008, -0.05075269458128884
LBFGS Accumulation History: 3 points
Removed measurement 5352d515 to history. Total: 3
th(0)=-23.68822585054259;dx=-2.4938736269431972E-5
New Minimum: -23.68822585054259 > -25.19955925699856
END: th(119074.83615302564)=-25.19955925699856; dx=-1.573314652333269E-5 evalInputDelta=1.511333406455968
Fitness changed from -23.68822585054259 to -25.19955925699856
Iteration 48 complete. Error: -25.19955925699856 Total: 3.1015; Orientation: 0.4767; Line Search: 1.7878
Adding measurement 13c8bf27 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.316e+06, gradient 4.640e-03, dot -0.153; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -25.19955925699856, -0.48435188356216363, -0.23944473984372008, -0.05075269458128884
LBFGS Accumulation History: 3 points
Removed measurement 13c8bf27 to history. Total: 3
th(0)=-25.19955925699856;dx=-2.150840177787052E-5
New Minimum: -25.19955925699856 > -27.17199056291615
END: th(256538.95771794114)=-27.17199056291615; dx=-9.515558889817421E-6 evalInputDelta=1.972431305917592
Fitness changed from -25.19955925699856 to -27.17199056291615
Iteration 49 complete. Error: -27.17199056291615 Total: 3.7458; Orientation: 0.4700; Line Search: 2.4306
Adding measurement 4fb0a436 to history. Total: 3
Accepted: LBFGS Orientation magnitude: 7.710e+04, gradient 5.134e-03, dot 0.167; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
th(0)=-27.17199056291615;dx=-66.11809362543679
Armijo: th(552696.429852155)=-5.647140465453609; dx=1.0199726479422797E-5 evalInputDelta=-21.52485009746254
Armijo: th(276348.2149260775)=-5.649006495806806; dx=2.0412908416610324E-5 evalInputDelta=-21.522984067109345
Armijo: th(92116.07164202584)=-5.646655564908859; dx=6.130184298679348E-5 evalInputDelta=-21.525334998007292
Armijo: th(23029.01791050646)=-5.641424424482166; dx=2.4553013852647793E-4 evalInputDelta=-21.530566138433983
Armijo: th(4605.803582101292)=-5.6535718187182615; dx=0.001221633207829366 evalInputDelta=-21.518418744197888
Armijo: th(767.6339303502153)=-5.654329604717589; dx=0.007330231923485017 evalInputDelta=-21.51766095819856
Armijo: th(109.66199005003077)=-5.6955347236043785; dx=0.052003202973572894 evalInputDelta=-21.47645583931177
Armijo: th(13.707748756253846)=-6.112220734110032; dx=0.41143318704660775 evalInputDelta=-21.059769828806118
Armijo: th(1.5230831951393162)=-11.685139954159817; dx=4.789830577901631 evalInputDelta=-15.486850608756333
New Minimum: -27.17199056291615 > -27.725555141531075
WOLF (strong): th(0.15230831951393162)=-27.725555141531075; dx=4.4973005512033035 evalInputDelta=0.5535645786149246
END: th(0.013846210864902874)=-27.685079382810898; dx=-28.993910741095277 evalInputDelta=0.5130888198947474
Fitness changed from -27.17199056291615 to -27.725555141531075
Iteration 50 complete. Error: -27.725555141531075 Total: 12.1297; Orientation: 0.4752; Line Search: 10.8188
Iteration 50
Adding measurement 465bcc22 to history. Total: 4
Accepted: LBFGS Orientation magnitude: 2.788e+04, gradient 5.642e-03, dot 0.131; [5a987b76-acbf-43e6-9220-040500622bb4 = 1.000/1.000e+00]
th(0)=-27.725555141531075;dx=-20.627301646644902
Armijo: th(0.029830757012843125)=-27.577531080409432; dx=1.0536520038480348 evalInputDelta=-0.14802406112164235
Armijo: th(0.014915378506421563)=-27.652357145623025; dx=0.9214918717014192 evalInputDelta=-0.07319799590804976
Armijo: th(0.004971792835473854)=-27.701500301694914; dx=0.7906982842208399 evalInputDelta=-0.02405483983616108
Armijo: th(0.0012429482088684636)=-27.719601838055535; dx=0.7834410789782702 evalInputDelta=-0.005953303475539684
Armijo: th(2.485896417736927E-4)=-27.72436268777363; dx=0.7731925089902592 evalInputDelta=-0.001192453757443701
Armijo: th(4.1431606962282115E-5)=-27.7253561395687; dx=0.7653975539705052 evalInputDelta=-1.9900196237543355E-4
Armijo: th(5.9188009946117306E-6)=-27.725523554013368; dx=0.761125244823234 evalInputDelta=-3.158751770726553E-5
Armijo: th(7.398501243264663E-7)=-27.72554882403041; dx=0.7660672564872202 evalInputDelta=-6.317500663044484E-6
Armijo: th(8.220556936960737E-8)=-27.725553562156044; dx=0.7665408939927375 evalInputDelta=-1.5793750307580012E-6
Armijo: th(8.220556936960737E-9)=-27.725555141531075; dx=0.7591605980529368 evalInputDelta=0.0
Armijo: th(7.473233579055215E-10)=-27.725553562156044; dx=0.7621114537111013 evalInputDelta=-1.5793750307580012E-6
MIN ALPHA (6.22769464921268E-11): th(0.0)=-27.725555141531075
Fitness changed from -27.725555141531075 to -27.725555141531075
Static Iteration Total: 13.1813; Orientation: 0.5803; Line Search: 11.7396
Iteration 51 failed. Error: -27.725555141531075
Previous Error: 0.0 -> -27.725555141531075
Retrying iteration 51
Reset training subject: 1725023591275
Adding measurement 4b0496a9 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=-27.725555141531075;dx=-3.180764842473542E-5
END: th(2.1544346900318838E-10)=-27.725555141531075; dx=-2.663413175188E-5 evalInputDelta=0.0
Fitness changed from -27.725555141531075 to -27.725555141531075
Static Iteration Total: 3.6674; Orientation: 0.0201; Line Search: 1.9542
Iteration 52 failed. Error: -27.725555141531075
Previous Error: 0.0 -> -27.725555141531075
Optimization terminated 52
Final threshold in iteration 52: -27.725555141531075 (> -Infinity) after 337.952s (< 3600.000s)