Reset training subject: 5814818935125
Reset training subject: 5828142500199
Adding measurement 2d205917 to history. Total: 0
LBFGS Accumulation History: 1 points
th(0)=24.402357038110495;dx=-0.0018039129509695494
New Minimum: 24.402357038110495 > 24.398135796189308
WOLFE (weak): th(2.154434690031884)=24.398135796189308; dx=-0.0018049280637032585 evalInputDelta=0.004221241921186447
New Minimum: 24.398135796189308 > 24.39391563460231
WOLFE (weak): th(4.308869380063768)=24.39391563460231; dx=-0.0018069317433636418 evalInputDelta=0.00844140350818634
New Minimum: 24.39391563460231 > 24.377066988497972
WOLFE (weak): th(12.926608140191302)=24.377066988497972; dx=-0.0018024016538920992 evalInputDelta=0.025290049612522125
New Minimum: 24.377066988497972 > 24.30161514133215
WOLFE (weak): th(51.70643256076521)=24.30161514133215; dx=-0.0017882289139873255 evalInputDelta=0.10074189677834511
New Minimum: 24.30161514133215 > 23.90880434960127
WOLFE (weak): th(258.53216280382605)=23.90880434960127; dx=-0.001703169336386037 evalInputDelta=0.49355268850922585
New Minimum: 23.90880434960127 > 21.81049456447363
END: th(1551.1929768229563)=21.81049456447363; dx=-0.0012877409745662644 evalInputDelta=2.5918624736368656
Fitness changed from 24.402357038110495 to 21.81049456447363
Iteration 1 complete. Error: 21.81049456447363 Total: 133.2621; Orientation: 0.0091; Line Search: 93.4499
Adding measurement 279397ae to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=21.81049456447363;dx=-0.0010699891393292386
New Minimum: 21.81049456447363 > 18.745003774762154
END: th(3341.943960201201)=18.745003774762154; dx=-6.673678399316033E-4 evalInputDelta=3.0654907897114754
Fitness changed from 21.81049456447363 to 18.745003774762154
Iteration 2 complete. Error: 18.745003774762154 Total: 39.7188; Orientation: 0.0081; Line Search: 26.4525
Adding measurement 12dbcf6a to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=18.745003774762154;dx=-5.529465138443012E-4
New Minimum: 18.745003774762154 > 15.425947893410921
END: th(7200.000000000001)=15.425947893410921; dx=-3.2607583535569244E-4 evalInputDelta=3.3190558813512325
Fitness changed from 18.745003774762154 to 15.425947893410921
Iteration 3 complete. Error: 15.425947893410921 Total: 39.7933; Orientation: 0.0082; Line Search: 26.4260
Adding measurement 5be4c847 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.946e+02, gradient 1.709e-02, dot -0.898; [d5d3cf49-56af-45c5-8888-2d2242778e65 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 15.425947893410921, 18.745003774762154, 21.81049456447363, 24.402357038110495
LBFGS Accumulation History: 3 points
Removed measurement 5be4c847 to history. Total: 3
th(0)=15.425947893410921;dx=-2.902399595397531E-4
New Minimum: 15.425947893410921 > 12.080890499055386
END: th(15511.929768229566)=12.080890499055386; dx=-1.3026304585973646E-4 evalInputDelta=3.3450573943555355
Fitness changed from 15.425947893410921 to 12.080890499055386
Iteration 4 complete. Error: 12.080890499055386 Total: 39.9057; Orientation: 0.2357; Line Search: 26.4322
Adding measurement 7abcb133 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.430e+02, gradient 1.242e-02, dot -0.731; [d5d3cf49-56af-45c5-8888-2d2242778e65 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 12.080890499055386, 18.745003774762154, 21.81049456447363, 24.402357038110495
LBFGS Accumulation History: 3 points
Removed measurement 7abcb133 to history. Total: 3
th(0)=12.080890499055386;dx=-1.5399106057907151E-4
New Minimum: 12.080890499055386 > 9.71620837599039
END: th(33419.43960201202)=9.71620837599039; dx=-1.4328849831736352E-5 evalInputDelta=2.364682123064995
Fitness changed from 12.080890499055386 to 9.71620837599039
Iteration 5 complete. Error: 9.71620837599039 Total: 39.8823; Orientation: 0.2164; Line Search: 26.4206
Adding measurement 3e0580a8 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.316e+02, gradient 1.158e-02, dot -0.465; [d5d3cf49-56af-45c5-8888-2d2242778e65 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 9.71620837599039, 18.745003774762154, 21.81049456447363, 24.402357038110495
LBFGS Accumulation History: 3 points
Removed measurement 3e0580a8 to history. Total: 3
th(0)=9.71620837599039;dx=-1.3225895638186837E-4
Armijo: th(72000.00000000003)=11.705120861530304; dx=7.88176552136698E-5 evalInputDelta=-1.9889124855399132
New Minimum: 9.71620837599039 > 9.004552368074656
WOLF (strong): th(36000.000000000015)=9.004552368074656; dx=4.255916866121547E-5 evalInputDelta=0.7116560079157352
New Minimum: 9.004552368074656 > 8.659083683043718
END: th(12000.000000000005)=8.659083683043718; dx=-3.885921700088549E-5 evalInputDelta=1.0571246929466724
Fitness changed from 9.71620837599039 to 8.659083683043718
Iteration 6 complete. Error: 8.659083683043718 Total: 66.3327; Orientation: 0.2191; Line Search: 52.8804
Adding measurement 9f172dd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.845e+02, gradient 8.143e-03, dot -0.555; [d5d3cf49-56af-45c5-8888-2d2242778e65 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 8.659083683043718, 18.745003774762154, 21.81049456447363, 24.402357038110495
LBFGS Accumulation History: 3 points
Removed measurement 9f172dd to history. Total: 3
th(0)=8.659083683043718;dx=-6.574314569803623E-5
New Minimum: 8.659083683043718 > 8.252891667187214
WOLF (strong): th(25853.216280382618)=8.252891667187214; dx=1.9186561909370547E-5 evalInputDelta=0.40619201585650444
New Minimum: 8.252891667187214 > 8.161576896905899
END: th(12926.608140191309)=8.161576896905899; dx=-1.2221690453472523E-5 evalInputDelta=0.4975067861378193
Fitness changed from 8.659083683043718 to 8.161576896905899
Iteration 7 complete. Error: 8.161576896905899 Total: 53.2270; Orientation: 0.2204; Line Search: 39.6849
Adding measurement 604f9ceb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.840e+02, gradient 9.281e-03, dot -0.489; [d5d3cf49-56af-45c5-8888-2d2242778e65 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 8.161576896905899, 18.745003774762154, 21.81049456447363, 24.402357038110495
LBFGS Accumulation History: 3 points
Removed measurement 604f9ceb to history. Total: 3
th(0)=8.161576896905899;dx=-8.552543670787547E-5
Armijo: th(27849.53300167669)=8.862597342580557; dx=5.1007248034808114E-5 evalInputDelta=-0.7010204456746578
New Minimum: 8.161576896905899 > 8.069469030946493
WOLF (strong): th(13924.766500838345)=8.069469030946493; dx=4.1771540018736465E-5 evalInputDelta=0.0921078659594059
New Minimum: 8.069469030946493 > 7.901534270495176
END: th(4641.588833612782)=7.901534270495176; dx=-2.3903372483608253E-5 evalInputDelta=0.26004262641072273
Fitness changed from 8.161576896905899 to 7.901534270495176
Iteration 8 complete. Error: 7.901534270495176 Total: 66.3698; Orientation: 0.2231; Line Search: 52.8999
Adding measurement 6fe1eef5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.928e+02, gradient 5.947e-03, dot -0.657; [d5d3cf49-56af-45c5-8888-2d2242778e65 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.901534270495176, 18.745003774762154, 21.81049456447363, 24.402357038110495
LBFGS Accumulation History: 3 points
Removed measurement 6fe1eef5 to history. Total: 3
th(0)=7.901534270495176;dx=-3.5207248305712556E-5
New Minimum: 7.901534270495176 > 7.6098793633282185
END: th(10000.000000000007)=7.6098793633282185; dx=-2.229574816586173E-5 evalInputDelta=0.29165490716695786
Fitness changed from 7.901534270495176 to 7.6098793633282185
Iteration 9 complete. Error: 7.6098793633282185 Total: 40.8813; Orientation: 0.3321; Line Search: 26.4720
Adding measurement 6d55ffe7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.889e+02, gradient 5.771e-03, dot -0.633; [d5d3cf49-56af-45c5-8888-2d2242778e65 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.6098793633282185, 18.745003774762154, 21.81049456447363, 24.402357038110495
LBFGS Accumulation History: 3 points
Removed measurement 6d55ffe7 to history. Total: 3
th(0)=7.6098793633282185;dx=-3.323346024443265E-5
New Minimum: 7.6098793633282185 > 7.30169752240181
END: th(21544.346900318855)=7.30169752240181; dx=-1.4091408130702139E-6 evalInputDelta=0.30818184092640877
Fitness changed from 7.6098793633282185 to 7.30169752240181
Iteration 10 complete. Error: 7.30169752240181 Total: 39.9258; Orientation: 0.2243; Line Search: 26.4644
Adding measurement 25ad0c75 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.896e+02, gradient 9.565e-03, dot -0.435; [d5d3cf49-56af-45c5-8888-2d2242778e65 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.30169752240181, 18.745003774762154, 21.81049456447363, 24.402357038110495
LBFGS Accumulation History: 3 points
Removed measurement 25ad0c75 to history. Total: 3
th(0)=7.30169752240181;dx=-9.11807207225639E-5
Armijo: th(46415.88833612783)=11.046096537262201; dx=1.0277387073063347E-4 evalInputDelta=-3.7443990148603916
Armijo: th(23207.944168063914)=8.285230405628681; dx=1.0970306039192397E-4 evalInputDelta=-0.9835328832268715
New Minimum: 7.30169752240181 > 7.013423182070255
WOLF (strong): th(7735.981389354638)=7.013423182070255; dx=1.6679611492396477E-5 evalInputDelta=0.2882743403315544
END: th(1933.9953473386595)=7.144328914582729; dx=-6.201557420512291E-5 evalInputDelta=0.15736860781908035
Fitness changed from 7.30169752240181 to 7.013423182070255
Iteration 11 complete. Error: 7.013423182070255 Total: 79.6900; Orientation: 0.3388; Line Search: 66.1043
Adding measurement 1bc3ffcd to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.803e+02, gradient 6.669e-03, dot -0.499; [d5d3cf49-56af-45c5-8888-2d2242778e65 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.013423182070255, 18.745003774762154, 21.81049456447363, 24.402357038110495
LBFGS Accumulation History: 3 points
Removed measurement 1bc3ffcd to history. Total: 3
th(0)=7.013423182070255;dx=-4.441638957748316E-5
New Minimum: 7.013423182070255 > 6.873463299125433
END: th(4166.666666666671)=6.873463299125433; dx=-2.068025041862439E-5 evalInputDelta=0.1399598829448223
Fitness changed from 7.013423182070255 to 6.873463299125433
Iteration 12 complete. Error: 6.873463299125433 Total: 40.1261; Orientation: 0.3194; Line Search: 26.5389
Adding measurement 5e69e62e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.862e+02, gradient 4.447e-03, dot -0.679; [d5d3cf49-56af-45c5-8888-2d2242778e65 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.873463299125433, 18.745003774762154, 21.81049456447363, 24.402357038110495
LBFGS Accumulation History: 3 points
Removed measurement 5e69e62e to history. Total: 3
th(0)=6.873463299125433;dx=-1.9749489424382495E-5
New Minimum: 6.873463299125433 > 6.715628914535046
END: th(8976.811208466192)=6.715628914535046; dx=-1.5082858513459507E-5 evalInputDelta=0.15783438459038734
Fitness changed from 6.873463299125433 to 6.715628914535046
Iteration 13 complete. Error: 6.715628914535046 Total: 39.9587; Orientation: 0.2346; Line Search: 26.4615
Adding measurement 757d9817 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.812e+02, gradient 4.198e-03, dot -0.680; [d5d3cf49-56af-45c5-8888-2d2242778e65 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.715628914535046, 18.745003774762154, 21.81049456447363, 24.402357038110495
LBFGS Accumulation History: 3 points
Removed measurement 757d9817 to history. Total: 3
th(0)=6.715628914535046;dx=-1.7551574002924742E-5
New Minimum: 6.715628914535046 > 6.456203635782003
END: th(19339.9534733866)=6.456203635782003; dx=-1.040644794116111E-5 evalInputDelta=0.2594252787530422
Fitness changed from 6.715628914535046 to 6.456203635782003
Iteration 14 complete. Error: 6.456203635782003 Total: 39.9226; Orientation: 0.2199; Line Search: 26.4626
Adding measurement 5bbd77ff to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.763e+02, gradient 4.533e-03, dot -0.591; [d5d3cf49-56af-45c5-8888-2d2242778e65 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.456203635782003, 18.745003774762154, 21.81049456447363, 24.402357038110495
LBFGS Accumulation History: 3 points
Removed measurement 5bbd77ff to history. Total: 3
th(0)=6.456203635782003;dx=-2.0332198324704737E-5
New Minimum: 6.456203635782003 > 6.377255313098431
WOLF (strong): th(41666.66666666671)=6.377255313098431; dx=7.570173437084771E-6 evalInputDelta=0.07894832268357277
New Minimum: 6.377255313098431 > 6.26665236055851
END: th(20833.333333333354)=6.26665236055851; dx=-7.607908409281321E-7 evalInputDelta=0.18955127522349358
Fitness changed from 6.456203635782003 to 6.26665236055851
Iteration 15 complete. Error: 6.26665236055851 Total: 53.1675; Orientation: 0.2232; Line Search: 39.6730
Adding measurement 4f6d0ba0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.734e+02, gradient 6.218e-03, dot -0.447; [d5d3cf49-56af-45c5-8888-2d2242778e65 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.26665236055851, 18.745003774762154, 21.81049456447363, 24.402357038110495
LBFGS Accumulation History: 3 points
Removed measurement 4f6d0ba0 to history. Total: 3
th(0)=6.26665236055851;dx=-3.840280682015483E-5
Armijo: th(44884.05604233096)=7.763821445405483; dx=6.119334455844091E-5 evalInputDelta=-1.4971690848469734
Armijo: th(22442.02802116548)=6.455738320946693; dx=3.997211683988923E-5 evalInputDelta=-0.1890859603881836
New Minimum: 6.26665236055851 > 6.10380919650197
END: th(7480.67600705516)=6.10380919650197; dx=-4.0050336207905115E-6 evalInputDelta=0.16284316405653954
Fitness changed from 6.26665236055851 to 6.10380919650197
Iteration 16 complete. Error: 6.10380919650197 Total: 67.2709; Orientation: 0.2215; Line Search: 53.7322
Adding measurement 389744f6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.703e+02, gradient 4.193e-03, dot -0.569; [d5d3cf49-56af-45c5-8888-2d2242778e65 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.10380919650197, 18.745003774762154, 21.81049456447363, 24.402357038110495
LBFGS Accumulation History: 3 points
Removed measurement 389744f6 to history. Total: 3
th(0)=6.10380919650197;dx=-1.7533256122599654E-5
New Minimum: 6.10380919650197 > 5.985123880207539
WOLF (strong): th(16116.627894488834)=5.985123880207539; dx=8.847126900143563E-7 evalInputDelta=0.11868531629443169
END: th(8058.313947244417)=6.004390679299831; dx=-6.921423465643372E-6 evalInputDelta=0.0994185172021389
Fitness changed from 6.10380919650197 to 5.985123880207539
Iteration 17 complete. Error: 5.985123880207539 Total: 53.1446; Orientation: 0.2193; Line Search: 39.6700
Adding measurement f564de3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.734e+02, gradient 5.757e-03, dot -0.446; [d5d3cf49-56af-45c5-8888-2d2242778e65 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.985123880207539, 18.745003774762154, 21.81049456447363, 24.402357038110495
LBFGS Accumulation History: 3 points
Removed measurement f564de3 to history. Total: 3
th(0)=5.985123880207539;dx=-3.308693806626585E-5
Armijo: th(17361.11111111113)=6.0319933742284775; dx=3.0033026375677313E-5 evalInputDelta=-0.04686949402093887
New Minimum: 5.985123880207539 > 5.860745046287775
WOLF (strong): th(8680.555555555566)=5.860745046287775; dx=4.0460318790645295E-6 evalInputDelta=0.12437883391976357
END: th(2893.518518518522)=5.904757350683212; dx=-1.9991414945782113E-5 evalInputDelta=0.08036652952432632
Fitness changed from 5.985123880207539 to 5.860745046287775
Iteration 18 complete. Error: 5.860745046287775 Total: 66.6318; Orientation: 0.3215; Line Search: 53.0476
Adding measurement 318df58b to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.674e+02, gradient 4.444e-03, dot -0.509; [d5d3cf49-56af-45c5-8888-2d2242778e65 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.860745046287775, 18.745003774762154, 21.81049456447363, 24.402357038110495
LBFGS Accumulation History: 3 points
Removed measurement 318df58b to history. Total: 3
th(0)=5.860745046287775;dx=-1.9605527875680016E-5
New Minimum: 5.860745046287775 > 5.777687210589647
END: th(6233.896672545968)=5.777687210589647; dx=-6.52158153228476E-6 evalInputDelta=0.08305783569812775
Fitness changed from 5.860745046287775 to 5.777687210589647
Iteration 19 complete. Error: 5.777687210589647 Total: 40.0187; Orientation: 0.2204; Line Search: 26.4370
Adding measurement 13511c27 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.695e+02, gradient 3.276e-03, dot -0.648; [d5d3cf49-56af-45c5-8888-2d2242778e65 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.777687210589647, 18.745003774762154, 21.81049456447363, 24.402357038110495
LBFGS Accumulation History: 3 points
Removed measurement 13511c27 to history. Total: 3
th(0)=5.777687210589647;dx=-1.0695070706315187E-5
New Minimum: 5.777687210589647 > 5.669002957642078
END: th(13430.523245407363)=5.669002957642078; dx=-6.034867900213413E-6 evalInputDelta=0.1086842529475689
Fitness changed from 5.777687210589647 to 5.669002957642078
Iteration 20 complete. Error: 5.669002957642078 Total: 39.9261; Orientation: 0.2223; Line Search: 26.4488
Final threshold in iteration 21: 5.669002957642078 (> -Infinity) after 1079.156s (< 5400.000s)
