Reset training subject: 7284727173073
Reset training subject: 7287282653453
Adding measurement 3215b77e to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=-1.8543418272912944;dx=-4.860181402236144E-4
New Minimum: -1.8543418272912944 > -1.8543857987889474
WOLFE (weak): th(2.154434690031884)=-1.8543857987889474; dx=-4.884704450199737E-4 evalInputDelta=4.39714976530059E-5
New Minimum: -1.8543857987889474 > -1.854433690535079
WOLFE (weak): th(4.308869380063768)=-1.854433690535079; dx=-4.8753350666646904E-4 evalInputDelta=9.186324378451793E-5
New Minimum: -1.854433690535079 > -1.8546024910422916
WOLFE (weak): th(12.926608140191302)=-1.8546024910422916; dx=-4.889472852525638E-4 evalInputDelta=2.606637509972032E-4
New Minimum: -1.8546024910422916 > -1.8553683926395874
WOLFE (weak): th(51.70643256076521)=-1.8553683926395874; dx=-4.879353264048204E-4 evalInputDelta=0.0010265653482930404
New Minimum: -1.8553683926395874 > -1.858851767898541
WOLFE (weak): th(258.53216280382605)=-1.858851767898541; dx=-4.848224762288329E-4 evalInputDelta=0.004509940607246632
New Minimum: -1.858851767898541 > -1.8864775003870449
WOLFE (weak): th(1551.1929768229563)=-1.8864775003870449; dx=-4.503266626325925E-4 evalInputDelta=0.032135673095750494
New Minimum: -1.8864775003870449 > -2.1095622791935162
END: th(10858.350837760694)=-2.1095622791935162; dx=-3.304610676530334E-4 evalInputDelta=0.25522045190222187
Fitness changed from -1.8543418272912944 to -2.1095622791935162
Iteration 1 complete. Error: -2.1095622791935162 Total: 17.1291; Orientation: 0.0174; Line Search: 10.9159
<a id="p-3"></a>Iteration 1
<a id="p-2"></a>![Iteration 1](etc/3c62de53-2f9c-45c4-b5ab-01a12cef3ca1.jpg)
Adding measurement 321efaa2 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-2.1095622791935162;dx=-5.223466581233125E-4
New Minimum: -2.1095622791935162 > -3.144833757528018
END: th(23393.607721408407)=-3.144833757528018; dx=-2.2020638066030338E-4 evalInputDelta=1.0352714783345016
Fitness changed from -2.1095622791935162 to -3.144833757528018
Iteration 2 complete. Error: -3.144833757528018 Total: 3.8993; Orientation: 0.0194; Line Search: 2.4259
<a id="p-5"></a>Iteration 2
<a id="p-4"></a>![Iteration 2](etc/ba4d3961-7bb1-47e0-9d4c-a788a3df62e5.jpg)
Adding measurement 137c7d55 to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-3.144833757528018;dx=-8.639157073193405E-4
New Minimum: -3.144833757528018 > -4.431341921951865
END: th(50400.00000000001)=-4.431341921951865; dx=-9.422021034121698E-5 evalInputDelta=1.286508164423847
Fitness changed from -3.144833757528018 to -4.431341921951865
Iteration 3 complete. Error: -4.431341921951865 Total: 3.8930; Orientation: 0.0175; Line Search: 2.4181
<a id="p-7"></a>Iteration 3
<a id="p-6"></a>![Iteration 3](etc/499dd481-9908-428b-812e-8a61c46cc2b8.jpg)
Adding measurement 60d6cf2b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.598e+03, gradient 2.548e-02, dot -0.157; [bfb95c68-ab56-40db-b521-496d6b2ff37c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -4.431341921951865, -3.144833757528018, -2.1095622791935162, -1.8543418272912944
LBFGS Accumulation History: 3 points
Removed measurement 60d6cf2b to history. Total: 3
th(0)=-4.431341921951865;dx=-6.368983963308784E-4
New Minimum: -4.431341921951865 > -7.580299301478801
END: th(108583.50837760697)=-7.580299301478801; dx=-3.114361217356227E-5 evalInputDelta=3.1489573795269363
Fitness changed from -4.431341921951865 to -7.580299301478801
Iteration 4 complete. Error: -7.580299301478801 Total: 4.3268; Orientation: 0.4755; Line Search: 2.4620
<a id="p-9"></a>Iteration 4
<a id="p-8"></a>![Iteration 4](etc/ef245ac8-099e-413f-9dc9-19d1752742f3.jpg)
Adding measurement 54084be1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.360e+03, gradient 2.749e-02, dot -0.116; [bfb95c68-ab56-40db-b521-496d6b2ff37c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -7.580299301478801, -3.144833757528018, -2.1095622791935162, -1.8543418272912944
LBFGS Accumulation History: 3 points
Removed measurement 54084be1 to history. Total: 3
th(0)=-7.580299301478801;dx=-7.430764126551376E-4
New Minimum: -7.580299301478801 > -8.431679759797412
END: th(233936.07721408413)=-8.431679759797412; dx=-7.483938964062143E-6 evalInputDelta=0.8513804583186104
Fitness changed from -7.580299301478801 to -8.431679759797412
Iteration 5 complete. Error: -8.431679759797412 Total: 4.2854; Orientation: 0.5034; Line Search: 2.3688
<a id="p-11"></a>Iteration 5
<a id="p-10"></a>![Iteration 5](etc/548170b7-0157-4639-9f0d-2e25ab739900.jpg)
Adding measurement 68eed4fd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.002e+02, gradient 1.483e-02, dot -0.118; [bfb95c68-ab56-40db-b521-496d6b2ff37c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -8.431679759797412, -3.144833757528018, -2.1095622791935162, -1.8543418272912944
LBFGS Accumulation History: 3 points
Removed measurement 68eed4fd to history. Total: 3
th(0)=-8.431679759797412;dx=-2.1556122871915537E-4
New Minimum: -8.431679759797412 > -9.558012264571909
END: th(504000.0000000002)=-9.558012264571909; dx=-4.1804804908398435E-6 evalInputDelta=1.1263325047744974
Fitness changed from -8.431679759797412 to -9.558012264571909
Iteration 6 complete. Error: -9.558012264571909 Total: 4.8256; Orientation: 0.4882; Line Search: 2.4649
Adding measurement 721f5c9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.758e+02, gradient 1.096e-02, dot -0.101; [bfb95c68-ab56-40db-b521-496d6b2ff37c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -9.558012264571909, -3.144833757528018, -2.1095622791935162, -1.8543418272912944
LBFGS Accumulation History: 3 points
Removed measurement 721f5c9 to history. Total: 3
th(0)=-9.558012264571909;dx=-1.1738195710648783E-4
New Minimum: -9.558012264571909 > -10.20135716403858
END: th(1085835.0837760698)=-10.20135716403858; dx=-1.3785822945624364E-6 evalInputDelta=0.6433448994666708
Fitness changed from -9.558012264571909 to -10.20135716403858
Iteration 7 complete. Error: -10.20135716403858 Total: 4.2257; Orientation: 0.4912; Line Search: 2.5507
Adding measurement 7c9e1a23 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.148e+03, gradient 8.494e-03, dot -0.063; [bfb95c68-ab56-40db-b521-496d6b2ff37c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -10.20135716403858, -3.144833757528018, -2.1095622791935162, -1.8543418272912944
LBFGS Accumulation History: 3 points
Removed measurement 7c9e1a23 to history. Total: 3
th(0)=-10.20135716403858;dx=-7.075839492555079E-5
Armijo: th(2339360.7721408415)=-9.440304775167318; dx=-3.752122481195264E-7 evalInputDelta=-0.7610523888712617
Armijo: th(1169680.3860704207)=-9.909978026703495; dx=-3.1446948748200024E-6 evalInputDelta=-0.2913791373350847
Armijo: th(389893.4620234736)=-9.661940592256856; dx=-2.1329703460329574E-5 evalInputDelta=-0.5394165717817234
New Minimum: -10.20135716403858 > -10.243840297373145
END: th(97473.3655058684)=-10.243840297373145; dx=-5.234584777502096E-5 evalInputDelta=0.04248313333456544
Fitness changed from -10.20135716403858 to -10.243840297373145
Iteration 8 complete. Error: -10.243840297373145 Total: 7.8430; Orientation: 0.4917; Line Search: 6.1865
Adding measurement 3fb81421 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.579e+03, gradient 8.378e-03, dot -0.073; [bfb95c68-ab56-40db-b521-496d6b2ff37c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -10.243840297373145, -3.144833757528018, -2.1095622791935162, -1.8543418272912944
LBFGS Accumulation History: 3 points
Removed measurement 3fb81421 to history. Total: 3
th(0)=-10.243840297373145;dx=-6.890585125797164E-5
New Minimum: -10.243840297373145 > -10.50001380556198
END: th(210000.0000000001)=-10.50001380556198; dx=-3.66116797397041E-5 evalInputDelta=0.25617350818883544
Fitness changed from -10.243840297373145 to -10.50001380556198
Iteration 9 complete. Error: -10.50001380556198 Total: 4.0383; Orientation: 0.4960; Line Search: 2.3937
Adding measurement 2d9d0eb5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.707e+03, gradient 8.087e-03, dot -0.104; [bfb95c68-ab56-40db-b521-496d6b2ff37c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -10.50001380556198, -3.144833757528018, -2.1095622791935162, -1.8543418272912944
LBFGS Accumulation History: 3 points
Removed measurement 2d9d0eb5 to history. Total: 3
th(0)=-10.50001380556198;dx=-6.435421191625779E-5
New Minimum: -10.50001380556198 > -12.257259164335219
END: th(452431.2849066958)=-12.257259164335219; dx=-1.8080438679829875E-5 evalInputDelta=1.757245358773238
Fitness changed from -10.50001380556198 to -12.257259164335219
Iteration 10 complete. Error: -12.257259164335219 Total: 4.1553; Orientation: 0.4925; Line Search: 2.5238
<a id="p-13"></a>Iteration 10
<a id="p-12"></a>![Iteration 10](etc/2d335787-ac05-4860-8881-32b4373a0b05.jpg)
Adding measurement 7c33e55a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.887e+03, gradient 7.994e-03, dot -0.102; [bfb95c68-ab56-40db-b521-496d6b2ff37c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -12.257259164335219, -3.144833757528018, -2.1095622791935162, -1.8543418272912944
LBFGS Accumulation History: 3 points
Removed measurement 7c33e55a to history. Total: 3
th(0)=-12.257259164335219;dx=-6.317504698693998E-5
Armijo: th(974733.6550586841)=-9.930674386073035; dx=-6.885624336999334E-6 evalInputDelta=-2.326584778262184
Armijo: th(487366.82752934203)=-11.58772059357178; dx=-1.6976430856144204E-5 evalInputDelta=-0.6695385707634394
New Minimum: -12.257259164335219 > -12.580750526636976
END: th(162455.60917644735)=-12.580750526636976; dx=-3.8190130319763104E-5 evalInputDelta=0.32349136230175723
Fitness changed from -12.257259164335219 to -12.580750526636976
Iteration 11 complete. Error: -12.580750526636976 Total: 6.5861; Orientation: 0.4784; Line Search: 4.7208
Adding measurement 5922cc7e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.848e+03, gradient 7.822e-03, dot -0.127; [bfb95c68-ab56-40db-b521-496d6b2ff37c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -12.580750526636976, -3.144833757528018, -2.1095622791935162, -1.8543418272912944
LBFGS Accumulation History: 3 points
Removed measurement 5922cc7e to history. Total: 3
th(0)=-12.580750526636976;dx=-5.964364637825768E-5
Armijo: th(350000.00000000023)=-12.154730459133171; dx=-2.4160229046447457E-5 evalInputDelta=-0.4260200675038046
Armijo: th(175000.00000000012)=-12.292901721695241; dx=-3.678575172234973E-5 evalInputDelta=-0.2878488049417349
Armijo: th(58333.33333333337)=-12.551756862758172; dx=-4.983692286101324E-5 evalInputDelta=-0.0289936638788042
New Minimum: -12.580750526636976 > -12.591914267959444
WOLFE (weak): th(14583.333333333343)=-12.591914267959444; dx=-5.5315644050913554E-5 evalInputDelta=0.011163741322468113
Armijo: th(36458.33333333336)=-12.577344938932486; dx=-5.2035376305393054E-5 evalInputDelta=-0.003405587704490287
WOLFE (weak): th(25520.83333333335)=-12.586992216048877; dx=-5.419903209872229E-5 evalInputDelta=0.0062416894119010635
END: th(30989.583333333354)=-12.582802531855297; dx=-5.324266633135333E-5 evalInputDelta=0.0020520052183208293
Fitness changed from -12.580750526636976 to -12.591914267959444
Iteration 12 complete. Error: -12.591914267959444 Total: 11.4418; Orientation: 0.5070; Line Search: 9.6468
Adding measurement 61bf1cdc to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.996e+03, gradient 7.721e-03, dot -0.131; [bfb95c68-ab56-40db-b521-496d6b2ff37c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -12.591914267959444, -3.144833757528018, -2.1095622791935162, -1.8543418272912944
LBFGS Accumulation History: 3 points
Removed measurement 61bf1cdc to history. Total: 3
th(0)=-12.591914267959444;dx=-5.829736521740739E-5
Armijo: th(66765.03336296728)=-12.54336958737439; dx=-4.797948910694228E-5 evalInputDelta=-0.04854468058505468
Armijo: th(33382.51668148364)=-12.571743577255528; dx=-5.233560639731996E-5 evalInputDelta=-0.02017069070391564
Armijo: th(11127.505560494546)=-12.58858927585036; dx=-5.556375414410953E-5 evalInputDelta=-0.0033249921090838797
Armijo: th(2781.8763901236366)=-12.591141120517905; dx=-5.643815578388035E-5 evalInputDelta=-7.731474415386685E-4
Armijo: th(556.3752780247273)=-12.591633734837774; dx=-5.6144351531221704E-5 evalInputDelta=-2.8053312166953503E-4
Armijo: th(92.72921300412122)=-12.591852466383024; dx=-5.6571431589117605E-5 evalInputDelta=-6.180157641999529E-5
Armijo: th(13.247030429160175)=-12.591905785408091; dx=-5.640203636168133E-5 evalInputDelta=-8.482551352884116E-6
New Minimum: -12.591914267959444 > -12.591916085648277
WOLFE (weak): th(1.6558788036450218)=-12.591916085648277; dx=-5.63824495133795E-5 evalInputDelta=1.8176888332277485E-6
Armijo: th(7.451454616402598)=-12.591911238477474; dx=-5.6548176997603106E-5 evalInputDelta=-3.0294819701737197E-6
WOLFE (weak): th(4.55366671002381)=-12.591915479752029; dx=-5.69182930893539E-5 evalInputDelta=1.211792584498994E-6
Armijo: th(6.002560663213204)=-12.591913056166744; dx=-5.676450348883005E-5 evalInputDelta=-1.2117926999621886E-6
Armijo: th(5.278113686618507)=-12.59191245027035; dx=-5.690958160153556E-5 evalInputDelta=-1.817689094352204E-6
Armijo: th(4.915890198321159)=-12.591914267959444; dx=-5.7069477608922706E-5 evalInputDelta=0.0
Armijo: th(4.734778454172485)=-12.591911238477474; dx=-5.684010417888867E-5 evalInputDelta=-3.0294819701737197E-6
WOLFE (weak): th(4.6442225820981475)=-12.591914873855751; dx=-5.669637522220734E-5 evalInputDelta=6.058963073485302E-7
WOLFE (weak): th(4.689500518135317)=-12.591915479752029; dx=-5.677167528289464E-5 evalInputDelta=1.211792584498994E-6
Armijo: th(4.712139486153901)=-12.591913056166744; dx=-5.6759533180170455E-5 evalInputDelta=-1.2117926999621886E-6
Armijo: th(4.700820002144608)=-12.591913662063108; dx=-5.670350200836294E-5 evalInputDelta=-6.058963357702396E-7
Armijo: th(4.6951602601399625)=-12.591913662063108; dx=-5.6866380099333194E-5 evalInputDelta=-6.058963357702396E-7
Armijo: th(4.69233038913764)=-12.591914267959444; dx=-5.584321368288916E-5 evalInputDelta=0.0
Armijo: th(4.690915453636478)=-12.591914267959444; dx=-5.671312063388042E-5 evalInputDelta=0.0
Armijo: th(4.690207985885897)=-12.591914267959444; dx=-5.6958247436652906E-5 evalInputDelta=0.0
Armijo: th(4.689854252010607)=-12.591914267959444; dx=-5.665339698075133E-5 evalInputDelta=0.0
Armijo: th(4.689677385072962)=-12.591913662063108; dx=-5.698645141777874E-5 evalInputDelta=-6.058963357702396E-7
WOLFE (weak): th(4.689588951604139)=-12.591916085648277; dx=-5.672642673181904E-5 evalInputDelta=1.8176888332277485E-6
WOLFE (weak): th(4.689633168338551)=-12.591916085648277; dx=-5.6922358540668687E-5 evalInputDelta=1.8176888332277485E-6
mu ~= nu (4.689633168338551): th(1.6558788036450218)=-12.591916085648277
Fitness changed from -12.591914267959444 to -12.591916085648277
Iteration 13 complete. Error: -12.591916085648277 Total: 35.1417; Orientation: 0.4897; Line Search: 33.5498
Adding measurement 3aae76ce to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.983e+03, gradient 7.717e-03, dot -0.130; [bfb95c68-ab56-40db-b521-496d6b2ff37c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -12.591916085648277, -3.144833757528018, -2.1095622791935162, -1.8543418272912944
LBFGS Accumulation History: 3 points
Removed measurement 3aae76ce to history. Total: 3
th(0)=-12.591916085648277;dx=-5.836425537454856E-5
Armijo: th(10.103556012425955)=-12.59191245027035; dx=-5.668889606568329E-5 evalInputDelta=-3.6353779275799525E-6
Armijo: th(5.051778006212977)=-12.591911844373927; dx=-5.677371939077653E-5 evalInputDelta=-4.241274350391677E-6
Armijo: th(1.6839260020709925)=-12.591913662063108; dx=-5.662977373440623E-5 evalInputDelta=-2.423585168997988E-6
New Minimum: -12.591916085648277 > -12.591917297440686
WOLFE (weak): th(0.42098150051774813)=-12.591917297440686; dx=-5.6693327912780914E-5 evalInputDelta=1.211792408639667E-6
Armijo: th(1.0524537512943704)=-12.591914267959444; dx=-5.6122919539000285E-5 evalInputDelta=-1.8176888332277485E-6
Armijo: th(0.7367176259060593)=-12.591914267959444; dx=-5.664676606519771E-5 evalInputDelta=-1.8176888332277485E-6
Armijo: th(0.5788495632119037)=-12.591915479752029; dx=-5.622363040773984E-5 evalInputDelta=-6.058962487287545E-7
Armijo: th(0.49991553186482596)=-12.591914873855751; dx=-5.6350746425983645E-5 evalInputDelta=-1.2117925258792184E-6
Armijo: th(0.460448516191287)=-12.591916085648277; dx=-5.696797653295712E-5 evalInputDelta=0.0
Armijo: th(0.4407150083545176)=-12.591916085648277; dx=-5.6842514418420996E-5 evalInputDelta=0.0
Armijo: th(0.43084825443613284)=-12.591914267959444; dx=-5.647892499971167E-5 evalInputDelta=-1.8176888332277485E-6
Armijo: th(0.42591487747694046)=-12.591916085648277; dx=-5.633316186779227E-5 evalInputDelta=0.0
Armijo: th(0.42344818899734427)=-12.591914873855751; dx=-5.652064326387536E-5 evalInputDelta=-1.2117925258792184E-6
Armijo: th(0.4222148447575462)=-12.591916085648277; dx=-5.621562176581261E-5 evalInputDelta=0.0
Armijo: th(0.4215981726376472)=-12.591915479752029; dx=-5.6645135731700406E-5 evalInputDelta=-6.058962487287545E-7
WOLFE (weak): th(0.4212898365776977)=-12.591917297440686; dx=-5.646605687099836E-5 evalInputDelta=1.211792408639667E-6
New Minimum: -12.591917297440686 > -12.591917903336846
WOLFE (weak): th(0.42144400460767245)=-12.591917903336846; dx=-5.6579421591443005E-5 evalInputDelta=1.8176885685505795E-6
Armijo: th(0.4215210886226598)=-12.591916085648277; dx=-5.68035430796378E-5 evalInputDelta=0.0
WOLFE (weak): th(0.42148254661516615)=-12.591917297440686; dx=-5.613396676262153E-5 evalInputDelta=1.211792408639667E-6
Armijo: th(0.421501817618913)=-12.591916085648277; dx=-5.628749040372E-5 evalInputDelta=0.0
WOLFE (weak): th(0.42149218211703954)=-12.591917297440686; dx=-5.660549262011945E-5 evalInputDelta=1.211792408639667E-6
WOLFE (weak): th(0.4214969998679763)=-12.591917297440686; dx=-5.6183081986254605E-5 evalInputDelta=1.211792408639667E-6
Armijo: th(0.4214994087434446)=-12.591916085648277; dx=-5.6850986771496734E-5 evalInputDelta=0.0
mu ~= nu (0.4214969998679763): th(0.42144400460767245)=-12.591917903336846
Fitness changed from -12.591916085648277 to -12.591917903336846
Iteration 14 complete. Error: -12.591917903336846 Total: 32.0788; Orientation: 0.4986; Line Search: 30.3777
Adding measurement c62cc19 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.961e+03, gradient 7.727e-03, dot -0.130; [bfb95c68-ab56-40db-b521-496d6b2ff37c = 1.000/1.000e+00]
Orientation rejected. Popping history element from -12.591917903336846, -3.144833757528018, -2.1095622791935162, -1.8543418272912944
LBFGS Accumulation History: 3 points
Removed measurement c62cc19 to history. Total: 3
th(0)=-12.591917903336846;dx=-5.840500918196198E-5
Armijo: th(0.908090353142369)=-12.59191245027035; dx=-5.652052515291018E-5 evalInputDelta=-5.453066496130532E-6
Armijo: th(0.4540451765711845)=-12.591913662063108; dx=-5.648174909094579E-5 evalInputDelta=-4.241273737548568E-6
Armijo: th(0.15134839219039484)=-12.591916085648277; dx=-5.666296279368552E-5 evalInputDelta=-1.8176885685505795E-6
Armijo: th(0.03783709804759871)=-12.591916085648277; dx=-5.685755914168623E-5 evalInputDelta=-1.8176885685505795E-6
Armijo: th(0.007567419609519742)=-12.591914267959444; dx=-5.645137927921524E-5 evalInputDelta=-3.635377401778328E-6
Armijo: th(0.0012612366015866236)=-12.591916085648277; dx=-5.65288941695265E-5 evalInputDelta=-1.8176885685505795E-6
Armijo: th(1.8017665736951767E-4)=-12.591916085648277; dx=-5.6490833716855294E-5 evalInputDelta=-1.8176885685505795E-6
WOLFE (weak): th(2.252208217118971E-5)=-12.591917903336846; dx=-5.6064376825029314E-5 evalInputDelta=0.0
Armijo: th(1.013493697703537E-4)=-12.591916085648277; dx=-5.625878179425466E-5 evalInputDelta=-1.8176885685505795E-6
Armijo: th(6.193572597077171E-5)=-12.591917297440686; dx=-5.676371444156817E-5 evalInputDelta=-6.058961599109125E-7
Armijo: th(4.2228904070980706E-5)=-12.591917297440686; dx=-5.620179408757547E-5 evalInputDelta=-6.058961599109125E-7
Armijo: th(3.2375493121085206E-5)=-12.591916691544496; dx=-5.6669237331224994E-5 evalInputDelta=-1.2117923500198913E-6
Armijo: th(2.744878764613746E-5)=-12.591917297440686; dx=-5.667923024667881E-5 evalInputDelta=-6.058961599109125E-7
Armijo: th(2.4985434908663586E-5)=-12.591917297440686; dx=-5.688089035931725E-5 evalInputDelta=-6.058961599109125E-7
Armijo: th(2.3753758539926646E-5)=-12.591917297440686; dx=-5.665932714148888E-5 evalInputDelta=-6.058961599109125E-7
WOLFE (weak): th(2.3137920355558175E-5)=-12.591917903336846; dx=-5.661619051797535E-5 evalInputDelta=0.0
WOLFE (weak): th(2.344583944774241E-5)=-12.591917903336846; dx=-5.667939015720565E-5 evalInputDelta=0.0
WOLFE (weak): th(2.359979899383453E-5)=-12.591917903336846; dx=-5.649475809836601E-5 evalInputDelta=0.0
WOLFE (weak): th(2.3676778766880588E-5)=-12.591917903336846; dx=-5.666906693062947E-5 evalInputDelta=0.0
WOLFE (weak): th(2.3715268653403617E-5)=-12.591917903336846; dx=-5.621156738402355E-5 evalInputDelta=0.0
Armijo: th(2.373451359666513E-5)=-12.591917297440686; dx=-5.58942576894388E-5 evalInputDelta=-6.058961599109125E-7
Armijo: th(2.372489112503437E-5)=-12.591917297440686; dx=-5.6680159494491364E-5 evalInputDelta=-6.058961599109125E-7
WOLFE (weak): th(2.3720079889218996E-5)=-12.591917903336846; dx=-5.663454354821596E-5 evalInputDelta=0.0
WOLFE (weak): th(2.3722485507126683E-5)=-12.591917903336846; dx=-5.669903420477476E-5 evalInputDelta=0.0
Armijo: th(2.3723688316080527E-5)=-12.591917297440686; dx=-5.656045025794536E-5 evalInputDelta=-6.058961599109125E-7
WOLFE (weak): th(2.3723086911603605E-5)=-12.591917903336846; dx=-5.66931870660336E-5 evalInputDelta=0.0
Armijo: th(2.3723387613842068E-5)=-12.591917297440686; dx=-5.648182430761801E-5 evalInputDelta=-6.058961599109125E-7
WOLFE (weak): th(2.372323726272284E-5)=-12.591917903336846; dx=-5.672324225214525E-5 evalInputDelta=0.0
mu ~= nu (2.372323726272284E-5): th(0.0)=-12.591917903336846
Fitness changed from -12.591917903336846 to -12.591917903336846
Static Iteration Total: 37.9381; Orientation: 0.4970; Line Search: 36.0096
Iteration 15 failed. Error: -12.591917903336846
Previous Error: 0.0 -> -12.591917903336846
Retrying iteration 15
Reset training subject: 7466535332453
Adding measurement 75d44f66 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=-12.591917903336846;dx=-5.750767849430939E-5
Armijo: th(5.111032727950059E-5)=-12.591917297440686; dx=-5.566607234261155E-5 evalInputDelta=-6.058961599109125E-7
WOLFE (weak): th(2.5555163639750295E-5)=-12.591917903336846; dx=-5.623979818851246E-5 evalInputDelta=0.0
Armijo: th(3.8332745459625444E-5)=-12.591917297440686; dx=-5.6495282751341004E-5 evalInputDelta=-6.058961599109125E-7
WOLFE (weak): th(3.194395454968787E-5)=-12.591917903336846; dx=-5.5680667633445E-5 evalInputDelta=0.0
WOLFE (weak): th(3.513835000465666E-5)=-12.591917903336846; dx=-5.626870818079973E-5 evalInputDelta=0.0
WOLFE (weak): th(3.673554773214105E-5)=-12.591917903336846; dx=-5.5787368257740796E-5 evalInputDelta=0.0
WOLFE (weak): th(3.753414659588324E-5)=-12.591917903336846; dx=-5.6360133640211265E-5 evalInputDelta=0.0
WOLFE (weak): th(3.793344602775434E-5)=-12.591917903336846; dx=-5.616477962701434E-5 evalInputDelta=0.0
WOLFE (weak): th(3.8133095743689895E-5)=-12.591917903336846; dx=-5.6369055057489514E-5 evalInputDelta=0.0
Armijo: th(3.823292060165767E-5)=-12.591917297440686; dx=-5.610835430350465E-5 evalInputDelta=-6.058961599109125E-7
WOLFE (weak): th(3.8183008172673784E-5)=-12.591917903336846; dx=-5.629345369395475E-5 evalInputDelta=0.0
Armijo: th(3.820796438716573E-5)=-12.591916691544496; dx=-5.58649377981679E-5 evalInputDelta=-1.2117923500198913E-6
WOLFE (weak): th(3.8195486279919756E-5)=-12.591917903336846; dx=-5.606947655745872E-5 evalInputDelta=0.0
WOLFE (weak): th(3.820172533354274E-5)=-12.591917903336846; dx=-5.624770868826148E-5 evalInputDelta=0.0
WOLFE (weak): th(3.820484486035423E-5)=-12.591917903336846; dx=-5.586404376655755E-5 evalInputDelta=0.0
WOLFE (weak): th(3.820640462375998E-5)=-12.591917903336846; dx=-5.5316461296180105E-5 evalInputDelta=0.0
New Minimum: -12.591917903336846 > -12.591918509232977
WOLFE (weak): th(3.820718450546285E-5)=-12.591918509232977; dx=-5.593528187156345E-5 evalInputDelta=6.058961314892031E-7
WOLFE (weak): th(3.820757444631429E-5)=-12.591918509232977; dx=-5.611590717347941E-5 evalInputDelta=6.058961314892031E-7
Armijo: th(3.8207769416740006E-5)=-12.591916691544496; dx=-5.6133158451783174E-5 evalInputDelta=-1.2117923500198913E-6
mu ~= nu (3.820757444631429E-5): th(3.820718450546285E-5)=-12.591918509232977
Fitness changed from -12.591917903336846 to -12.591918509232977
Iteration 16 complete. Error: -12.591918509232977 Total: 27.7140; Orientation: 0.0190; Line Search: 25.3391
Adding measurement 6062bb82 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-12.591918509232977;dx=-5.8371917723052365E-5
Armijo: th(8.231593383463961E-5)=-12.591916085648277; dx=-5.638191327097784E-5 evalInputDelta=-2.4235847000397825E-6
Armijo: th(4.1157966917319804E-5)=-12.591917297440686; dx=-5.641362865452584E-5 evalInputDelta=-1.2117922914001156E-6
Armijo: th(1.3719322305773267E-5)=-12.591917297440686; dx=-5.6832491306348714E-5 evalInputDelta=-1.2117922914001156E-6
Armijo: th(3.429830576443317E-6)=-12.591917297440686; dx=-5.660051051383894E-5 evalInputDelta=-1.2117922914001156E-6
Armijo: th(6.859661152886634E-7)=-12.591916085648277; dx=-5.6614122840772436E-5 evalInputDelta=-2.4235847000397825E-6
Armijo: th(1.143276858814439E-7)=-12.591917297440686; dx=-5.6114006453935624E-5 evalInputDelta=-1.2117922914001156E-6
Armijo: th(1.6332526554491986E-8)=-12.591917297440686; dx=-5.6554259303104936E-5 evalInputDelta=-1.2117922914001156E-6
Armijo: th(2.0415658193114983E-9)=-12.591917903336846; dx=-5.664907998231819E-5 evalInputDelta=-6.058961314892031E-7
WOLFE (weak): th(2.2684064659016647E-10)=-12.591918509232977; dx=-5.650375001274139E-5 evalInputDelta=0.0
Armijo: th(1.1342032329508324E-9)=-12.591916691544496; dx=-5.587359107195186E-5 evalInputDelta=-1.8176884815090943E-6
Armijo: th(6.805219397704995E-10)=-12.591917903336846; dx=-5.65275981619982E-5 evalInputDelta=-6.058961314892031E-7
WOLFE (weak): th(4.5368129318033294E-10)=-12.591918509232977; dx=-5.680520402048888E-5 evalInputDelta=0.0
Armijo: th(5.671016164754162E-10)=-12.591917903336846; dx=-5.624812791009916E-5 evalInputDelta=-6.058961314892031E-7
WOLFE (weak): th(5.103914548278746E-10)=-12.591918509232977; dx=-5.656223831943503E-5 evalInputDelta=0.0
Armijo: th(5.387465356516454E-10)=-12.591917903336846; dx=-5.641641717217141E-5 evalInputDelta=-6.058961314892031E-7
Armijo: th(5.2456899523976E-10)=-12.591917903336846; dx=-5.675324903950916E-5 evalInputDelta=-6.058961314892031E-7
WOLFE (weak): th(5.174802250338172E-10)=-12.591918509232977; dx=-5.651983094161737E-5 evalInputDelta=0.0
WOLFE (weak): th(5.210246101367886E-10)=-12.591918509232977; dx=-5.664948352296873E-5 evalInputDelta=0.0
Armijo: th(5.227968026882742E-10)=-12.591917903336846; dx=-5.6109493996476233E-5 evalInputDelta=-6.058961314892031E-7
Armijo: th(5.219107064125314E-10)=-12.591917903336846; dx=-5.620579197253455E-5 evalInputDelta=-6.058961314892031E-7
Armijo: th(5.2146765827466E-10)=-12.591917903336846; dx=-5.6699897601302585E-5 evalInputDelta=-6.058961314892031E-7
Armijo: th(5.212461342057243E-10)=-12.591917903336846; dx=-5.6372953182805995E-5 evalInputDelta=-6.058961314892031E-7
Armijo: th(5.211353721712564E-10)=-12.591917903336846; dx=-5.642220876692188E-5 evalInputDelta=-6.058961314892031E-7
WOLFE (weak): th(5.210799911540225E-10)=-12.591918509232977; dx=-5.655689817694404E-5 evalInputDelta=0.0
Armijo: th(5.211076816626395E-10)=-12.591917903336846; dx=-5.677272272745787E-5 evalInputDelta=-6.058961314892031E-7
Armijo: th(5.21093836408331E-10)=-12.591917903336846; dx=-5.643116190342946E-5 evalInputDelta=-6.058961314892031E-7
WOLFE (weak): th(5.210869137811768E-10)=-12.591918509232977; dx=-5.619065479302654E-5 evalInputDelta=0.0
Armijo: th(5.210903750947539E-10)=-12.591917903336846; dx=-5.67815193499694E-5 evalInputDelta=-6.058961314892031E-7
mu ~= nu (5.210869137811768E-10): th(0.0)=-12.591918509232977
Fitness changed from -12.591918509232977 to -12.591918509232977
Static Iteration Total: 36.9876; Orientation: 0.0179; Line Search: 35.8199
Iteration 17 failed. Error: -12.591918509232977
Previous Error: 0.0 -> -12.591918509232977
Retrying iteration 17
Reset training subject: 7531236998840
Adding measurement 1626f1 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=-12.591918509232977;dx=-5.8445462687092314E-5
Armijo: th(1.1226514521588422E-9)=-12.591916691544496; dx=-5.628381034025052E-5 evalInputDelta=-1.8176884815090943E-6
Armijo: th(5.613257260794211E-10)=-12.591917903336846; dx=-5.706112148418474E-5 evalInputDelta=-6.058961314892031E-7
WOLFE (weak): th(1.8710857535980705E-10)=-12.591918509232977; dx=-5.7019549886041694E-5 evalInputDelta=0.0
WOLFE (weak): th(3.742171507196141E-10)=-12.591918509232977; dx=-5.6718164606142113E-5 evalInputDelta=0.0
WOLFE (weak): th(4.677714383995176E-10)=-12.591918509232977; dx=-5.664289750425384E-5 evalInputDelta=0.0
WOLFE (weak): th(5.145485822394694E-10)=-12.591918509232977; dx=-5.6545792707451236E-5 evalInputDelta=0.0
Armijo: th(5.379371541594453E-10)=-12.591917903336846; dx=-5.698628330191143E-5 evalInputDelta=-6.058961314892031E-7
Armijo: th(5.262428681994573E-10)=-12.591917903336846; dx=-5.6468123352177975E-5 evalInputDelta=-6.058961314892031E-7
WOLFE (weak): th(5.203957252194634E-10)=-12.591918509232977; dx=-5.6724821861341265E-5 evalInputDelta=0.0
Armijo: th(5.233192967094604E-10)=-12.591917903336846; dx=-5.684854868787608E-5 evalInputDelta=-6.058961314892031E-7
Armijo: th(5.21857510964462E-10)=-12.591917903336846; dx=-5.643900511712922E-5 evalInputDelta=-6.058961314892031E-7
Armijo: th(5.211266180919626E-10)=-12.591917903336846; dx=-5.721151379318164E-5 evalInputDelta=-6.058961314892031E-7
WOLFE (weak): th(5.207611716557131E-10)=-12.591918509232977; dx=-5.6823920149040954E-5 evalInputDelta=0.0
WOLFE (weak): th(5.209438948738378E-10)=-12.591918509232977; dx=-5.699727293602515E-5 evalInputDelta=0.0
WOLFE (weak): th(5.210352564829003E-10)=-12.591918509232977; dx=-5.7081975563073146E-5 evalInputDelta=0.0
WOLFE (weak): th(5.210809372874314E-10)=-12.591918509232977; dx=-5.687136914421528E-5 evalInputDelta=0.0
Armijo: th(5.21103777689697E-10)=-12.591917903336846; dx=-5.709831642089509E-5 evalInputDelta=-6.058961314892031E-7
Armijo: th(5.210923574885642E-10)=-12.591917903336846; dx=-5.642951143853936E-5 evalInputDelta=-6.058961314892031E-7
WOLFE (weak): th(5.210866473879978E-10)=-12.591918509232977; dx=-5.7098540780877606E-5 evalInputDelta=0.0
Armijo: th(5.210895024382811E-10)=-12.591917903336846; dx=-5.716250855200781E-5 evalInputDelta=-6.058961314892031E-7
mu ~= nu (5.210866473879978E-10): th(0.0)=-12.591918509232977
Fitness changed from -12.591918509232977 to -12.591918509232977
Static Iteration Total: 28.6098; Orientation: 0.0201; Line Search: 26.3455
Iteration 18 failed. Error: -12.591918509232977
Previous Error: 0.0 -> -12.591918509232977
Optimization terminated 18
Final threshold in iteration 18: -12.591918509232977 (> -Infinity) after 275.120s (< 3600.000s)