Reset training subject: 8014170381872
Reset training subject: 8034606049029
Adding measurement 518f7164 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=-1.5844176262617111;dx=-5.288326671426977E-7
New Minimum: -1.5844176262617111 > -1.5844190791249275
WOLFE (weak): th(2.154434690031884)=-1.5844190791249275; dx=-5.195391650320996E-7 evalInputDelta=1.4528632164001465E-6
New Minimum: -1.5844190791249275 > -1.5844205766916275
WOLFE (weak): th(4.308869380063768)=-1.5844205766916275; dx=-5.214455405471439E-7 evalInputDelta=2.950429916381836E-6
New Minimum: -1.5844205766916275 > -1.584426261484623
WOLFE (weak): th(12.926608140191302)=-1.584426261484623; dx=-5.178989287301145E-7 evalInputDelta=8.635222911834717E-6
New Minimum: -1.584426261484623 > -1.5844527631998062
WOLFE (weak): th(51.70643256076521)=-1.5844527631998062; dx=-5.08829889597497E-7 evalInputDelta=3.5136938095092773E-5
New Minimum: -1.5844527631998062 > -1.584592692553997
WOLFE (weak): th(258.53216280382605)=-1.584592692553997; dx=-5.202112907288881E-7 evalInputDelta=1.750662922859192E-4
New Minimum: -1.584592692553997 > -1.585467480123043
WOLFE (weak): th(1551.1929768229563)=-1.585467480123043; dx=-4.926041149988139E-7 evalInputDelta=0.0010498538613319397
New Minimum: -1.585467480123043 > -1.59175830706954
WOLFE (weak): th(10858.350837760694)=-1.59175830706954; dx=-5.232114223924308E-7 evalInputDelta=0.007340680807828903
New Minimum: -1.59175830706954 > -1.6423299014568329
WOLFE (weak): th(86866.80670208555)=-1.6423299014568329; dx=-4.870322172408514E-7 evalInputDelta=0.057912275195121765
New Minimum: -1.6423299014568329 > -2.0328564047813416
END: th(781801.26031877)=-2.0328564047813416; dx=-3.5679365545773113E-7 evalInputDelta=0.44843877851963043
Fitness changed from -1.5844176262617111 to -2.0328564047813416
Iteration 1 complete. Error: -2.0328564047813416 Total: 265.4015; Orientation: 0.0199; Line Search: 204.1807
Adding measurement 4740b179 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-2.0328564047813416;dx=-2.9325148010017814E-7
New Minimum: -2.0328564047813416 > -2.5304114297032356
END: th(1684339.7559414052)=-2.5304114297032356; dx=-1.6410368921314254E-7 evalInputDelta=0.4975550249218941
Fitness changed from -2.0328564047813416 to -2.5304114297032356
Iteration 2 complete. Error: -2.5304114297032356 Total: 61.1490; Orientation: 0.0214; Line Search: 40.7346
Adding measurement 52957d8b to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-2.5304114297032356;dx=-1.401363615075913E-7
New Minimum: -2.5304114297032356 > -3.0037791877985
END: th(3628800.0)=-3.0037791877985; dx=-6.742537688472068E-8 evalInputDelta=0.47336775809526443
Fitness changed from -2.5304114297032356 to -3.0037791877985
Iteration 3 complete. Error: -3.0037791877985 Total: 61.3402; Orientation: 0.0203; Line Search: 40.7072
Adding measurement 4e7eb787 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.683e+03, gradient 2.464e-04, dot -0.811; [1a6f7b5a-3610-4eed-a833-5f649debbbce = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.0037791877985, -2.5304114297032356, -2.0328564047813416, -1.5844176262617111
LBFGS Accumulation History: 3 points
Removed measurement 4e7eb787 to history. Total: 3
th(0)=-3.0037791877985;dx=-5.6932694852105946E-8
New Minimum: -3.0037791877985 > -3.3338740952312946
END: th(7818012.6031877)=-3.3338740952312946; dx=-1.6059379350911073E-8 evalInputDelta=0.33009490743279457
Fitness changed from -3.0037791877985 to -3.3338740952312946
Iteration 4 complete. Error: -3.3338740952312946 Total: 61.8044; Orientation: 0.5452; Line Search: 40.8090
Adding measurement 7dc83dd9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.476e+02, gradient 2.363e-04, dot -0.558; [1a6f7b5a-3610-4eed-a833-5f649debbbce = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.3338740952312946, -2.5304114297032356, -2.0328564047813416, -1.5844176262617111
LBFGS Accumulation History: 3 points
Removed measurement 7dc83dd9 to history. Total: 3
th(0)=-3.3338740952312946;dx=-5.140085357077186E-8
Armijo: th(1.684339755941405E7)=-2.935819573700428; dx=2.8914772032738E-8 evalInputDelta=-0.3980545215308666
Armijo: th(8421698.779707026)=-3.2504685930907726; dx=2.9747375283268555E-8 evalInputDelta=-0.083405502140522
New Minimum: -3.3338740952312946 > -3.3983275070786476
WOLF (strong): th(2807232.9265690087)=-3.3983275070786476; dx=5.2798922432330814E-9 evalInputDelta=0.06445341184735298
END: th(701808.2316422522)=-3.3691527396440506; dx=-3.140779344275301E-8 evalInputDelta=0.035278644412755966
Fitness changed from -3.3338740952312946 to -3.3983275070786476
Iteration 5 complete. Error: -3.3983275070786476 Total: 122.8694; Orientation: 0.5103; Line Search: 101.9706
Adding measurement 7c4d5461 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.197e+03, gradient 2.225e-04, dot -0.535; [1a6f7b5a-3610-4eed-a833-5f649debbbce = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.3983275070786476, -2.5304114297032356, -2.0328564047813416, -1.5844176262617111
LBFGS Accumulation History: 3 points
Removed measurement 7c4d5461 to history. Total: 3
th(0)=-3.3983275070786476;dx=-4.568923691977243E-8
New Minimum: -3.3983275070786476 > -3.453201461583376
END: th(1512000.0)=-3.453201461583376; dx=-1.2186925695566088E-8 evalInputDelta=0.05487395450472832
Fitness changed from -3.3983275070786476 to -3.453201461583376
Iteration 6 complete. Error: -3.453201461583376 Total: 61.9899; Orientation: 0.5164; Line Search: 40.8008
Adding measurement 80db1ac to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.125e+03, gradient 1.328e-04, dot -0.703; [1a6f7b5a-3610-4eed-a833-5f649debbbce = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.453201461583376, -2.5304114297032356, -2.0328564047813416, -1.5844176262617111
LBFGS Accumulation History: 3 points
Removed measurement 80db1ac to history. Total: 3
th(0)=-3.453201461583376;dx=-1.6600760291296497E-8
New Minimum: -3.453201461583376 > -3.507624391466379
END: th(3257505.2513282085)=-3.507624391466379; dx=-1.1397375330407833E-8 evalInputDelta=0.054422929883003235
Fitness changed from -3.453201461583376 to -3.507624391466379
Iteration 7 complete. Error: -3.507624391466379 Total: 61.8861; Orientation: 0.5204; Line Search: 40.7404
Adding measurement 2a03a181 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.183e+03, gradient 1.248e-04, dot -0.707; [1a6f7b5a-3610-4eed-a833-5f649debbbce = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.507624391466379, -2.5304114297032356, -2.0328564047813416, -1.5844176262617111
LBFGS Accumulation History: 3 points
Removed measurement 2a03a181 to history. Total: 3
th(0)=-3.507624391466379;dx=-1.4271593327813681E-8
New Minimum: -3.507624391466379 > -3.5722846128046513
END: th(7018082.316422523)=-3.5722846128046513; dx=-1.6328106915261E-9 evalInputDelta=0.0646602213382721
Fitness changed from -3.507624391466379 to -3.5722846128046513
Iteration 8 complete. Error: -3.5722846128046513 Total: 61.8815; Orientation: 0.6732; Line Search: 40.7624
Adding measurement 544cb052 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.046e+03, gradient 2.303e-04, dot -0.463; [1a6f7b5a-3610-4eed-a833-5f649debbbce = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.5722846128046513, -2.5304114297032356, -2.0328564047813416, -1.5844176262617111
LBFGS Accumulation History: 3 points
Removed measurement 544cb052 to history. Total: 3
th(0)=-3.5722846128046513;dx=-4.835658538693427E-8
Armijo: th(1.5120000000000004E7)=-2.8411252424120903; dx=4.93455669252636E-8 evalInputDelta=-0.731159370392561
Armijo: th(7560000.000000002)=-3.345414262264967; dx=5.371330890931715E-8 evalInputDelta=-0.2268703505396843
New Minimum: -3.5722846128046513 > -3.6038617826998234
WOLF (strong): th(2520000.0000000005)=-3.6038617826998234; dx=1.9519872826209434E-8 evalInputDelta=0.03157716989517212
END: th(630000.0000000001)=-3.600560985505581; dx=-2.6991781606339507E-8 evalInputDelta=0.02827637270092964
Fitness changed from -3.5722846128046513 to -3.6038617826998234
Iteration 9 complete. Error: -3.6038617826998234 Total: 122.9747; Orientation: 0.6556; Line Search: 101.8940
Adding measurement 21c9715a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.221e+03, gradient 1.906e-04, dot -0.469; [1a6f7b5a-3610-4eed-a833-5f649debbbce = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.6038617826998234, -2.5304114297032356, -2.0328564047813416, -1.5844176262617111
LBFGS Accumulation History: 3 points
Removed measurement 21c9715a to history. Total: 3
th(0)=-3.6038617826998234;dx=-3.2798685271027094E-8
New Minimum: -3.6038617826998234 > -3.6404773890972137
END: th(1357293.854720087)=-3.6404773890972137; dx=-1.0618530517557793E-8 evalInputDelta=0.036615606397390366
Fitness changed from -3.6038617826998234 to -3.6404773890972137
Iteration 10 complete. Error: -3.6404773890972137 Total: 62.0223; Orientation: 0.6603; Line Search: 40.9259
Adding measurement 444af59e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.179e+03, gradient 9.645e-05, dot -0.716; [1a6f7b5a-3610-4eed-a833-5f649debbbce = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.6404773890972137, -2.5304114297032356, -2.0328564047813416, -1.5844176262617111
LBFGS Accumulation History: 3 points
Removed measurement 444af59e to history. Total: 3
th(0)=-3.6404773890972137;dx=-8.720949390625515E-9
New Minimum: -3.6404773890972137 > -3.667931839823723
END: th(2924200.9651760515)=-3.667931839823723; dx=-6.800956272102848E-9 evalInputDelta=0.027454450726509094
Fitness changed from -3.6404773890972137 to -3.667931839823723
Iteration 11 complete. Error: -3.667931839823723 Total: 62.1751; Orientation: 0.5261; Line Search: 40.9568
Adding measurement 18391f55 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.173e+03, gradient 9.099e-05, dot -0.725; [1a6f7b5a-3610-4eed-a833-5f649debbbce = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.667931839823723, -2.5304114297032356, -2.0328564047813416, -1.5844176262617111
LBFGS Accumulation History: 3 points
Removed measurement 18391f55 to history. Total: 3
th(0)=-3.667931839823723;dx=-7.581186853122229E-9
New Minimum: -3.667931839823723 > -3.714692335575819
END: th(6300000.000000002)=-3.714692335575819; dx=-4.718168632258719E-9 evalInputDelta=0.046760495752096176
Fitness changed from -3.667931839823723 to -3.714692335575819
Iteration 12 complete. Error: -3.714692335575819 Total: 61.8355; Orientation: 0.5883; Line Search: 40.7036
Adding measurement 4e5517a0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.237e+03, gradient 1.057e-04, dot -0.603; [1a6f7b5a-3610-4eed-a833-5f649debbbce = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.714692335575819, -2.5304114297032356, -2.0328564047813416, -1.5844176262617111
LBFGS Accumulation History: 3 points
Removed measurement 4e5517a0 to history. Total: 3
th(0)=-3.714692335575819;dx=-1.041561715268871E-8
Armijo: th(1.3572938547200872E7)=-3.5806328803300858; dx=2.157598301685377E-8 evalInputDelta=-0.13405945524573326
Armijo: th(6786469.273600436)=-3.7142512053251266; dx=9.799796743566292E-9 evalInputDelta=-4.4113025069236755E-4
New Minimum: -3.714692335575819 > -3.733184827491641
END: th(2262156.4245334785)=-3.733184827491641; dx=-3.128389416987043E-9 evalInputDelta=0.01849249191582203
Fitness changed from -3.714692335575819 to -3.733184827491641
Iteration 13 complete. Error: -3.733184827491641 Total: 102.5102; Orientation: 0.5329; Line Search: 81.5520
Adding measurement 4e675fb9 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.135e+03, gradient 9.056e-05, dot -0.643; [1a6f7b5a-3610-4eed-a833-5f649debbbce = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.733184827491641, -2.5304114297032356, -2.0328564047813416, -1.5844176262617111
LBFGS Accumulation History: 3 points
Removed measurement 4e675fb9 to history. Total: 3
th(0)=-3.733184827491641;dx=-7.255214196012134E-9
New Minimum: -3.733184827491641 > -3.759062195196748
END: th(4873668.275293419)=-3.759062195196748; dx=-1.3437121288332213E-9 evalInputDelta=0.025877367705106735
Fitness changed from -3.733184827491641 to -3.759062195196748
Iteration 14 complete. Error: -3.759062195196748 Total: 61.8593; Orientation: 0.5290; Line Search: 40.7511
Adding measurement 2a3fd1c1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.274e+03, gradient 1.214e-04, dot -0.512; [1a6f7b5a-3610-4eed-a833-5f649debbbce = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.759062195196748, -2.5304114297032356, -2.0328564047813416, -1.5844176262617111
LBFGS Accumulation History: 3 points
Removed measurement 2a3fd1c1 to history. Total: 3
th(0)=-3.759062195196748;dx=-1.3334791061725734E-8
Armijo: th(1.0500000000000004E7)=-3.58708218857646; dx=3.266824068133139E-8 evalInputDelta=-0.1719800066202879
Armijo: th(5250000.000000002)=-3.750365288928151; dx=1.5151195891791545E-8 evalInputDelta=-0.00869690626859665
New Minimum: -3.759062195196748 > -3.777052925899625
END: th(1750000.0000000007)=-3.777052925899625; dx=-3.2434333271900182E-9 evalInputDelta=0.017990730702877045
Fitness changed from -3.759062195196748 to -3.777052925899625
Iteration 15 complete. Error: -3.777052925899625 Total: 102.3669; Orientation: 0.5261; Line Search: 81.4863
Adding measurement 3952ccf3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.164e+03, gradient 7.705e-05, dot -0.686; [1a6f7b5a-3610-4eed-a833-5f649debbbce = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.777052925899625, -2.5304114297032356, -2.0328564047813416, -1.5844176262617111
LBFGS Accumulation History: 3 points
Removed measurement 3952ccf3 to history. Total: 3
th(0)=-3.777052925899625;dx=-4.989194631707664E-9
New Minimum: -3.777052925899625 > -3.798752272501588
END: th(3770260.7075557983)=-3.798752272501588; dx=-3.8633309963880985E-9 evalInputDelta=0.021699346601963043
Fitness changed from -3.777052925899625 to -3.798752272501588
Iteration 16 complete. Error: -3.798752272501588 Total: 61.6471; Orientation: 0.5570; Line Search: 40.7264
Adding measurement 29d95311 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.206e+03, gradient 7.539e-05, dot -0.683; [1a6f7b5a-3610-4eed-a833-5f649debbbce = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.798752272501588, -2.5304114297032356, -2.0328564047813416, -1.5844176262617111
LBFGS Accumulation History: 3 points
Removed measurement 29d95311 to history. Total: 3
th(0)=-3.798752272501588;dx=-5.186305139018486E-9
New Minimum: -3.798752272501588 > -3.8260769322514534
END: th(8122780.458822368)=-3.8260769322514534; dx=-3.8729817752383505E-10 evalInputDelta=0.027324659749865532
Fitness changed from -3.798752272501588 to -3.8260769322514534
Iteration 17 complete. Error: -3.8260769322514534 Total: 61.8147; Orientation: 0.5193; Line Search: 40.8846
Adding measurement eb241d3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.093e+03, gradient 1.522e-04, dot -0.399; [1a6f7b5a-3610-4eed-a833-5f649debbbce = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.8260769322514534, -2.5304114297032356, -2.0328564047813416, -1.5844176262617111
LBFGS Accumulation History: 3 points
Removed measurement eb241d3 to history. Total: 3
th(0)=-3.8260769322514534;dx=-2.1241843398743015E-8
Armijo: th(1.750000000000001E7)=-3.2440724689513445; dx=3.728345543899886E-8 evalInputDelta=-0.5820044633001089
Armijo: th(8750000.000000006)=-3.6557381488382816; dx=3.614664085408891E-8 evalInputDelta=-0.17033878341317177
New Minimum: -3.8260769322514534 > -3.839354244992137
WOLF (strong): th(2916666.6666666684)=-3.839354244992137; dx=1.0502513752731133E-8 evalInputDelta=0.013277312740683556
New Minimum: -3.839354244992137 > -3.840224802494049
END: th(729166.6666666671)=-3.840224802494049; dx=-1.1774048813155013E-8 evalInputDelta=0.014147870242595673
Fitness changed from -3.8260769322514534 to -3.840224802494049
Iteration 18 complete. Error: -3.840224802494049 Total: 123.2389; Orientation: 0.5245; Line Search: 102.1276
Adding measurement 19278508 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.128e+03, gradient 9.134e-05, dot -0.528; [1a6f7b5a-3610-4eed-a833-5f649debbbce = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.840224802494049, -2.5304114297032356, -2.0328564047813416, -1.5844176262617111
LBFGS Accumulation History: 3 points
Removed measurement 19278508 to history. Total: 3
th(0)=-3.840224802494049;dx=-7.3291266902894295E-9
New Minimum: -3.840224802494049 > -3.850625615566969
END: th(1570941.9614815828)=-3.850625615566969; dx=-3.337260857719616E-9 evalInputDelta=0.010400813072919846
Fitness changed from -3.840224802494049 to -3.850625615566969
Iteration 19 complete. Error: -3.850625615566969 Total: 62.0209; Orientation: 0.6663; Line Search: 40.8364
Adding measurement 5e31d8a1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.171e+03, gradient 6.583e-05, dot -0.684; [1a6f7b5a-3610-4eed-a833-5f649debbbce = 1.000/1.000e+00]
Orientation rejected. Popping history element from -3.850625615566969, -2.5304114297032356, -2.0328564047813416, -1.5844176262617111
LBFGS Accumulation History: 3 points
Removed measurement 5e31d8a1 to history. Total: 3
th(0)=-3.850625615566969;dx=-3.6715385108344702E-9
New Minimum: -3.850625615566969 > -3.865757033228874
END: th(3384491.8578426535)=-3.865757033228874; dx=-3.2150462333599815E-9 evalInputDelta=0.015131417661905289
Fitness changed from -3.850625615566969 to -3.865757033228874
Iteration 20 complete. Error: -3.865757033228874 Total: 61.8929; Orientation: 0.5179; Line Search: 41.0041
Final threshold in iteration 21: -3.865757033228874 (> -Infinity) after 1704.681s (< 5400.000s)
