Reset training subject: 11912729081187
Reset training subject: 11954330573225
Adding measurement 48f3f0db to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=6.152642333880067;dx=-7.524817631824809E-6
New Minimum: 6.152642333880067 > 6.152634123340249
WOLFE (weak): th(2.154434690031884)=6.152634123340249; dx=-7.278519431218209E-6 evalInputDelta=8.210539817810059E-6
New Minimum: 6.152634123340249 > 6.152626521885395
WOLFE (weak): th(4.308869380063768)=6.152626521885395; dx=-7.278525733594571E-6 evalInputDelta=1.5811994671821594E-5
New Minimum: 6.152626521885395 > 6.152595307677984
WOLFE (weak): th(12.926608140191302)=6.152595307677984; dx=-7.278447432031057E-6 evalInputDelta=4.702620208263397E-5
New Minimum: 6.152595307677984 > 6.152454121038318
WOLFE (weak): th(51.70643256076521)=6.152454121038318; dx=-7.277568298737891E-6 evalInputDelta=1.8821284174919128E-4
New Minimum: 6.152454121038318 > 6.151701902970672
WOLFE (weak): th(258.53216280382605)=6.151701902970672; dx=-7.269912692815486E-6 evalInputDelta=9.404309093952179E-4
New Minimum: 6.151701902970672 > 6.147016353905201
WOLFE (weak): th(1551.1929768229563)=6.147016353905201; dx=-7.231775650820961E-6 evalInputDelta=0.005625979974865913
New Minimum: 6.147016353905201 > 6.1140149515122175
WOLFE (weak): th(10858.350837760694)=6.1140149515122175; dx=-6.950518653376042E-6 evalInputDelta=0.03862738236784935
New Minimum: 6.1140149515122175 > 5.89765434153378
END: th(86866.80670208555)=5.89765434153378; dx=-4.411632747588936E-6 evalInputDelta=0.2549879923462868
Fitness changed from 6.152642333880067 to 5.89765434153378
Iteration 1 complete. Error: 5.89765434153378 Total: 499.9473; Orientation: 0.0214; Line Search: 374.9044
Adding measurement 5b762cbd to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=5.89765434153378;dx=-5.023787830901214E-6
New Minimum: 5.89765434153378 > 5.624625243246555
END: th(187148.86177126726)=5.624625243246555; dx=-1.8664138999316521E-6 evalInputDelta=0.27302909828722477
Fitness changed from 5.89765434153378 to 5.624625243246555
Iteration 2 complete. Error: 5.624625243246555 Total: 124.9680; Orientation: 0.0190; Line Search: 83.1943
Adding measurement 6e15d226 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=5.624625243246555;dx=-4.9474088673520594E-6
New Minimum: 5.624625243246555 > 5.431295983493328
END: th(403200.00000000006)=5.431295983493328; dx=-3.760761720124371E-7 evalInputDelta=0.19332925975322723
Fitness changed from 5.624625243246555 to 5.431295983493328
Iteration 3 complete. Error: 5.431295983493328 Total: 125.0093; Orientation: 0.0194; Line Search: 83.1790
Adding measurement 69067054 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.250e+03, gradient 1.972e-03, dot -0.545; [c78b928a-957d-466c-bdbb-646097f7563b = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.431295983493328, 5.624625243246555, 5.89765434153378, 6.152642333880067
LBFGS Accumulation History: 3 points
Removed measurement 69067054 to history. Total: 3
th(0)=5.431295983493328;dx=-3.887521869089267E-6
New Minimum: 5.431295983493328 > 5.209484450519085
WOLF (strong): th(868668.0670208557)=5.209484450519085; dx=5.822832042273099E-7 evalInputDelta=0.22181153297424316
New Minimum: 5.209484450519085 > 5.094197448343039
WOLF (strong): th(434334.03351042786)=5.094197448343039; dx=2.582664118966977E-7 evalInputDelta=0.33709853515028954
END: th(144778.01117014262)=5.198792722076178; dx=-2.254539424885533E-6 evalInputDelta=0.2325032614171505
Fitness changed from 5.431295983493328 to 5.094197448343039
Iteration 4 complete. Error: 5.094197448343039 Total: 208.9111; Orientation: 0.5420; Line Search: 166.7176
Adding measurement 2ba02cbb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.021e+03, gradient 1.912e-03, dot -0.441; [c78b928a-957d-466c-bdbb-646097f7563b = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.094197448343039, 5.624625243246555, 5.89765434153378, 6.152642333880067
LBFGS Accumulation History: 3 points
Removed measurement 2ba02cbb to history. Total: 3
th(0)=5.094197448343039;dx=-3.6569468663336573E-6
New Minimum: 5.094197448343039 > 4.816447554156184
WOLF (strong): th(311914.76961877884)=4.816447554156184; dx=3.0779046964482176E-7 evalInputDelta=0.27774989418685436
END: th(155957.38480938942)=4.866520501673222; dx=-1.8334467492481755E-6 evalInputDelta=0.22767694666981697
Fitness changed from 5.094197448343039 to 4.816447554156184
Iteration 5 complete. Error: 4.816447554156184 Total: 167.3188; Orientation: 0.5537; Line Search: 125.0250
Adding measurement 5b3c835e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.455e+03, gradient 1.829e-03, dot -0.455; [c78b928a-957d-466c-bdbb-646097f7563b = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.816447554156184, 5.624625243246555, 5.89765434153378, 6.152642333880067
LBFGS Accumulation History: 3 points
Removed measurement 5b3c835e to history. Total: 3
th(0)=4.816447554156184;dx=-3.346778021720245E-6
New Minimum: 4.816447554156184 > 4.694539442658424
WOLF (strong): th(336000.0000000001)=4.694539442658424; dx=1.216569267319223E-6 evalInputDelta=0.12190811149775982
New Minimum: 4.694539442658424 > 4.638506826013327
END: th(168000.00000000006)=4.638506826013327; dx=-3.6533178412452233E-7 evalInputDelta=0.17794072814285755
Fitness changed from 4.816447554156184 to 4.638506826013327
Iteration 6 complete. Error: 4.638506826013327 Total: 167.3968; Orientation: 0.6016; Line Search: 125.0685
Adding measurement dd8c8f2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.783e+03, gradient 1.518e-03, dot -0.540; [c78b928a-957d-466c-bdbb-646097f7563b = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.638506826013327, 5.624625243246555, 5.89765434153378, 6.152642333880067
LBFGS Accumulation History: 3 points
Removed measurement dd8c8f2 to history. Total: 3
th(0)=4.638506826013327;dx=-2.303177411840244E-6
New Minimum: 4.638506826013327 > 4.603770868852735
WOLF (strong): th(361945.0279253566)=4.603770868852735; dx=5.886538488343936E-7 evalInputDelta=0.03473595716059208
New Minimum: 4.603770868852735 > 4.558675181120634
WOLF (strong): th(180972.5139626783)=4.558675181120634; dx=2.6807663204420703E-7 evalInputDelta=0.07983164489269257
END: th(60324.17132089276)=4.581326350569725; dx=-1.3491204046618193E-6 evalInputDelta=0.05718047544360161
Fitness changed from 4.638506826013327 to 4.558675181120634
Iteration 7 complete. Error: 4.558675181120634 Total: 209.3881; Orientation: 0.5099; Line Search: 167.0101
Adding measurement 60f8e835 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.977e+03, gradient 1.737e-03, dot -0.484; [c78b928a-957d-466c-bdbb-646097f7563b = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.558675181120634, 5.624625243246555, 5.89765434153378, 6.152642333880067
LBFGS Accumulation History: 3 points
Removed measurement 60f8e835 to history. Total: 3
th(0)=4.558675181120634;dx=-3.0176989610744367E-6
New Minimum: 4.558675181120634 > 4.4761039186269045
WOLF (strong): th(129964.48734115784)=4.4761039186269045; dx=9.031633594434992E-7 evalInputDelta=0.08257126249372959
END: th(64982.24367057892)=4.481114728376269; dx=-1.4301797489057763E-6 evalInputDelta=0.07756045274436474
Fitness changed from 4.558675181120634 to 4.4761039186269045
Iteration 8 complete. Error: 4.4761039186269045 Total: 167.1384; Orientation: 0.5132; Line Search: 124.7912
Adding measurement 37a8b602 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.090e+03, gradient 1.692e-03, dot -0.489; [c78b928a-957d-466c-bdbb-646097f7563b = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.4761039186269045, 5.624625243246555, 5.89765434153378, 6.152642333880067
LBFGS Accumulation History: 3 points
Removed measurement 37a8b602 to history. Total: 3
th(0)=4.4761039186269045;dx=-2.8613028293774616E-6
New Minimum: 4.4761039186269045 > 4.442610265687108
WOLF (strong): th(140000.00000000006)=4.442610265687108; dx=1.4001760313470768E-6 evalInputDelta=0.03349365293979645
New Minimum: 4.442610265687108 > 4.415393769741058
END: th(70000.00000000003)=4.415393769741058; dx=-2.6230976811704553E-7 evalInputDelta=0.06071014888584614
Fitness changed from 4.4761039186269045 to 4.415393769741058
Iteration 9 complete. Error: 4.415393769741058 Total: 167.4314; Orientation: 0.5507; Line Search: 124.8679
Adding measurement 6500e5e4 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.147e+03, gradient 1.170e-03, dot -0.666; [c78b928a-957d-466c-bdbb-646097f7563b = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.415393769741058, 5.624625243246555, 5.89765434153378, 6.152642333880067
LBFGS Accumulation History: 3 points
Removed measurement 6500e5e4 to history. Total: 3
th(0)=4.415393769741058;dx=-1.368943558162757E-6
New Minimum: 4.415393769741058 > 4.372133834287524
END: th(150810.42830223194)=4.372133834287524; dx=-5.0310343887850266E-8 evalInputDelta=0.043259935453534126
Fitness changed from 4.415393769741058 to 4.372133834287524
Iteration 10 complete. Error: 4.372133834287524 Total: 125.4396; Orientation: 0.5041; Line Search: 83.1330
Adding measurement 58e3c3e3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.232e+03, gradient 1.596e-03, dot -0.502; [c78b928a-957d-466c-bdbb-646097f7563b = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.372133834287524, 5.624625243246555, 5.89765434153378, 6.152642333880067
LBFGS Accumulation History: 3 points
Removed measurement 58e3c3e3 to history. Total: 3
th(0)=4.372133834287524;dx=-2.5463444682674426E-6
Armijo: th(324911.2183528947)=4.462727712467313; dx=9.305318666411523E-7 evalInputDelta=-0.09059387817978859
New Minimum: 4.372133834287524 > 4.369843039661646
WOLF (strong): th(162455.60917644735)=4.369843039661646; dx=1.341284139846058E-6 evalInputDelta=0.002290794625878334
New Minimum: 4.369843039661646 > 4.323176587000489
END: th(54151.86972548245)=4.323176587000489; dx=-6.978599912212853E-7 evalInputDelta=0.04895724728703499
Fitness changed from 4.372133834287524 to 4.323176587000489
Iteration 11 complete. Error: 4.323176587000489 Total: 208.7744; Orientation: 0.4954; Line Search: 166.4567
Adding measurement 2d94d55a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.242e+03, gradient 1.074e-03, dot -0.700; [c78b928a-957d-466c-bdbb-646097f7563b = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.323176587000489, 5.624625243246555, 5.89765434153378, 6.152642333880067
LBFGS Accumulation History: 3 points
Removed measurement 2d94d55a to history. Total: 3
th(0)=4.323176587000489;dx=-1.1524718592230217E-6
New Minimum: 4.323176587000489 > 4.289702411741018
END: th(116666.66666666674)=4.289702411741018; dx=-1.6711576044717037E-7 evalInputDelta=0.03347417525947094
Fitness changed from 4.323176587000489 to 4.289702411741018
Iteration 12 complete. Error: 4.289702411741018 Total: 125.3574; Orientation: 0.4908; Line Search: 83.1418
Adding measurement 393974d0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.362e+03, gradient 1.411e-03, dot -0.548; [c78b928a-957d-466c-bdbb-646097f7563b = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.289702411741018, 5.624625243246555, 5.89765434153378, 6.152642333880067
LBFGS Accumulation History: 3 points
Removed measurement 393974d0 to history. Total: 3
th(0)=4.289702411741018;dx=-1.990075689625994E-6
Armijo: th(251350.71383705328)=4.337176140397787; dx=8.583336153076324E-7 evalInputDelta=-0.0474737286567688
New Minimum: 4.289702411741018 > 4.277368918061256
WOLF (strong): th(125675.35691852664)=4.277368918061256; dx=9.571349525810827E-7 evalInputDelta=0.012333493679761887
New Minimum: 4.277368918061256 > 4.258912144228816
END: th(41891.78563950888)=4.258912144228816; dx=-7.456346603905974E-7 evalInputDelta=0.030790267512202263
Fitness changed from 4.289702411741018 to 4.258912144228816
Iteration 13 complete. Error: 4.258912144228816 Total: 209.2946; Orientation: 0.5167; Line Search: 166.8157
Adding measurement bbf3a1e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.286e+03, gradient 9.301e-04, dot -0.778; [c78b928a-957d-466c-bdbb-646097f7563b = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.258912144228816, 5.624625243246555, 5.89765434153378, 6.152642333880067
LBFGS Accumulation History: 3 points
Removed measurement bbf3a1e to history. Total: 3
th(0)=4.258912144228816;dx=-8.650676189848859E-7
New Minimum: 4.258912144228816 > 4.227439096197486
END: th(90253.11620913744)=4.227439096197486; dx=-5.422908268722018E-7 evalInputDelta=0.03147304803133011
Fitness changed from 4.258912144228816 to 4.227439096197486
Iteration 14 complete. Error: 4.227439096197486 Total: 125.2486; Orientation: 0.4890; Line Search: 83.1030
Adding measurement 44e796d6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.345e+03, gradient 1.046e-03, dot -0.693; [c78b928a-957d-466c-bdbb-646097f7563b = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.227439096197486, 5.624625243246555, 5.89765434153378, 6.152642333880067
LBFGS Accumulation History: 3 points
Removed measurement 44e796d6 to history. Total: 3
th(0)=4.227439096197486;dx=-1.0939658153238218E-6
New Minimum: 4.227439096197486 > 4.202531054615974
WOLF (strong): th(194444.4444444446)=4.202531054615974; dx=4.381389314318951E-8 evalInputDelta=0.024908041581511497
END: th(97222.2222222223)=4.202856197953224; dx=-1.1339095608650352E-7 evalInputDelta=0.02458289824426174
Fitness changed from 4.227439096197486 to 4.202531054615974
Iteration 15 complete. Error: 4.202531054615974 Total: 167.1227; Orientation: 0.4914; Line Search: 124.9313
Adding measurement 7521d3e7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.393e+03, gradient 1.530e-03, dot -0.482; [c78b928a-957d-466c-bdbb-646097f7563b = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.202531054615974, 5.624625243246555, 5.89765434153378, 6.152642333880067
LBFGS Accumulation History: 3 points
Removed measurement 7521d3e7 to history. Total: 3
th(0)=4.202531054615974;dx=-2.341539510045152E-6
Armijo: th(209458.92819754445)=4.203553406521678; dx=1.2938905672058531E-6 evalInputDelta=-0.0010223519057035446
New Minimum: 4.202531054615974 > 4.140566101297736
WOLF (strong): th(104729.46409877222)=4.140566101297736; dx=5.423845337255889E-7 evalInputDelta=0.06196495331823826
END: th(34909.821366257405)=4.165490644052625; dx=-1.8296177414194716E-6 evalInputDelta=0.037040410563349724
Fitness changed from 4.202531054615974 to 4.140566101297736
Iteration 16 complete. Error: 4.140566101297736 Total: 208.2849; Orientation: 0.5661; Line Search: 166.0764
Adding measurement 75163a3f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.456e+03, gradient 1.403e-03, dot -0.514; [c78b928a-957d-466c-bdbb-646097f7563b = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.140566101297736, 5.624625243246555, 5.89765434153378, 6.152642333880067
LBFGS Accumulation History: 3 points
Removed measurement 75163a3f to history. Total: 3
th(0)=4.140566101297736;dx=-1.9670633942480724E-6
New Minimum: 4.140566101297736 > 4.112466428428888
WOLF (strong): th(75210.93017428121)=4.112466428428888; dx=4.803843621707154E-7 evalInputDelta=0.028099672868847847
END: th(37605.465087140605)=4.113682480528951; dx=-7.532825917329854E-7 evalInputDelta=0.026883620768785477
Fitness changed from 4.140566101297736 to 4.112466428428888
Iteration 17 complete. Error: 4.112466428428888 Total: 167.3328; Orientation: 0.4974; Line Search: 125.0740
Adding measurement 28adeed to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.511e+03, gradient 1.371e-03, dot -0.522; [c78b928a-957d-466c-bdbb-646097f7563b = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.112466428428888, 5.624625243246555, 5.89765434153378, 6.152642333880067
LBFGS Accumulation History: 3 points
Removed measurement 28adeed to history. Total: 3
th(0)=4.112466428428888;dx=-1.878987908811614E-6
New Minimum: 4.112466428428888 > 4.09582837857306
WOLF (strong): th(81018.5185185186)=4.09582837857306; dx=8.38044319752168E-7 evalInputDelta=0.016638049855828285
New Minimum: 4.09582837857306 > 4.088030083104968
END: th(40509.2592592593)=4.088030083104968; dx=-3.146795879449783E-7 evalInputDelta=0.02443634532392025
Fitness changed from 4.112466428428888 to 4.088030083104968
Iteration 18 complete. Error: 4.088030083104968 Total: 167.1505; Orientation: 0.4888; Line Search: 124.7979
Adding measurement 17f4c7c2 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.395e+03, gradient 9.054e-04, dot -0.736; [c78b928a-957d-466c-bdbb-646097f7563b = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.088030083104968, 5.624625243246555, 5.89765434153378, 6.152642333880067
LBFGS Accumulation History: 3 points
Removed measurement 17f4c7c2 to history. Total: 3
th(0)=4.088030083104968;dx=-8.197896022464213E-7
New Minimum: 4.088030083104968 > 4.067190984264016
END: th(87274.55341564353)=4.067190984264016; dx=-2.1024083399831754E-7 evalInputDelta=0.02083909884095192
Fitness changed from 4.088030083104968 to 4.067190984264016
Iteration 19 complete. Error: 4.067190984264016 Total: 125.6912; Orientation: 0.5638; Line Search: 83.2970
Adding measurement 607dad53 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.554e+03, gradient 1.250e-03, dot -0.558; [c78b928a-957d-466c-bdbb-646097f7563b = 1.000/1.000e+00]
Orientation rejected. Popping history element from 4.067190984264016, 5.624625243246555, 5.89765434153378, 6.152642333880067
LBFGS Accumulation History: 3 points
Removed measurement 607dad53 to history. Total: 3
th(0)=4.067190984264016;dx=-1.5624835973698184E-6
Armijo: th(188027.32543570307)=4.106447881087661; dx=8.94884945164608E-7 evalInputDelta=-0.03925689682364464
New Minimum: 4.067190984264016 > 4.0642795246094465
WOLF (strong): th(94013.66271785153)=4.0642795246094465; dx=8.196737072784004E-7 evalInputDelta=0.002911459654569626
New Minimum: 4.0642795246094465 > 4.050777692347765
END: th(31337.88757261718)=4.050777692347765; dx=-3.92339492225804E-7 evalInputDelta=0.016413291916251183
Fitness changed from 4.067190984264016 to 4.050777692347765
Iteration 20 complete. Error: 4.050777692347765 Total: 208.7471; Orientation: 0.4906; Line Search: 166.3952
Final threshold in iteration 21: 4.050777692347765 (> -Infinity) after 3675.953s (< 5400.000s)
