Reset training subject: 730897456737600
Reset training subject: 730900289919700
Adding measurement 26837057 to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=9.189195111393929;dx=-2.6776429053219713E-5
New Minimum: 9.189195111393929 > 9.18909353017807
WOLFE (weak): th(2.154434690031884)=9.18909353017807; dx=-2.677418129208701E-5 evalInputDelta=1.0158121585845947E-4
New Minimum: 9.18909353017807 > 9.188992232084274
WOLFE (weak): th(4.308869380063768)=9.188992232084274; dx=-2.6764839235533793E-5 evalInputDelta=2.0287930965423584E-4
New Minimum: 9.188992232084274 > 9.188585601747036
WOLFE (weak): th(12.926608140191302)=9.188585601747036; dx=-2.6783013394172884E-5 evalInputDelta=6.095096468925476E-4
New Minimum: 9.188585601747036 > 9.186756946146488
WOLFE (weak): th(51.70643256076521)=9.186756946146488; dx=-2.6780870349159325E-5 evalInputDelta=0.002438165247440338
New Minimum: 9.186756946146488 > 9.177006393671036
WOLFE (weak): th(258.53216280382605)=9.177006393671036; dx=-2.6716196248657343E-5 evalInputDelta=0.012188717722892761
New Minimum: 9.177006393671036 > 9.115592680871487
WOLFE (weak): th(1551.1929768229563)=9.115592680871487; dx=-2.655336939366773E-5 evalInputDelta=0.07360243052244186
New Minimum: 9.115592680871487 > 8.70523401349783
END: th(10858.350837760694)=8.70523401349783; dx=-2.3945033614803922E-5 evalInputDelta=0.4839610978960991
Fitness changed from 9.189195111393929 to 8.70523401349783
Iteration 1 complete. Error: 8.70523401349783 Total: 32.5378; Orientation: 0.0140; Line Search: 23.3476
Iteration 1
Adding measurement 40113163 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=8.70523401349783;dx=-2.227783722979215E-5
New Minimum: 8.70523401349783 > 7.874908968806267
END: th(23393.607721408407)=7.874908968806267; dx=-1.8196486806910483E-5 evalInputDelta=0.8303250446915627
Fitness changed from 8.70523401349783 to 7.874908968806267
Iteration 2 complete. Error: 7.874908968806267 Total: 8.9075; Orientation: 0.0038; Line Search: 5.9791
Iteration 2
Adding measurement 63f855b to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=7.874908968806267;dx=-1.5809333562185394E-5
New Minimum: 7.874908968806267 > 6.660515755414963
END: th(50400.00000000001)=6.660515755414963; dx=-1.1333357447963238E-5 evalInputDelta=1.214393213391304
Fitness changed from 7.874908968806267 to 6.660515755414963
Iteration 3 complete. Error: 6.660515755414963 Total: 8.7831; Orientation: 0.0027; Line Search: 5.8847
Iteration 3
Adding measurement 270d43a7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.269e+02, gradient 3.085e-03, dot -0.999; [1c5f6227-3f02-4ca5-b35e-85b6922ab4d1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 9.189195111393929, 8.70523401349783, 7.874908968806267, 6.660515755414963
LBFGS Accumulation History: 3 points
Removed measurement 26837057 to history. Total: 4
th(0)=6.660515755414963;dx=-9.498295155449185E-6
New Minimum: 6.660515755414963 > 5.20019593834877
END: th(108583.50837760697)=5.20019593834877; dx=-5.891356355004108E-6 evalInputDelta=1.4603198170661926
Fitness changed from 6.660515755414963 to 5.20019593834877
Iteration 4 complete. Error: 5.20019593834877 Total: 8.9279; Orientation: 0.0852; Line Search: 6.0212
Iteration 4
Adding measurement 5995851e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.897e+02, gradient 2.135e-03, dot -1.000; [1c5f6227-3f02-4ca5-b35e-85b6922ab4d1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 8.70523401349783, 7.874908968806267, 6.660515755414963, 5.20019593834877
LBFGS Accumulation History: 3 points
Removed measurement 40113163 to history. Total: 4
th(0)=5.20019593834877;dx=-4.551010477272532E-6
New Minimum: 5.20019593834877 > 3.667548507452011
END: th(233936.07721408413)=3.667548507452011; dx=-2.736149808466489E-6 evalInputDelta=1.532647430896759
Fitness changed from 5.20019593834877 to 3.667548507452011
Iteration 5 complete. Error: 3.667548507452011 Total: 8.2723; Orientation: 0.0705; Line Search: 5.4469
Iteration 5
Adding measurement 35c4697c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.403e+03, gradient 1.472e-03, dot -0.997; [1c5f6227-3f02-4ca5-b35e-85b6922ab4d1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 7.874908968806267, 6.660515755414963, 5.20019593834877, 3.667548507452011
LBFGS Accumulation History: 3 points
Removed measurement 63f855b to history. Total: 4
th(0)=3.667548507452011;dx=-2.1658809385530778E-6
New Minimum: 3.667548507452011 > 2.116717040538788
END: th(504000.0000000002)=2.116717040538788; dx=-1.228753721191131E-6 evalInputDelta=1.5508314669132233
Fitness changed from 3.667548507452011 to 2.116717040538788
Iteration 6 complete. Error: 2.116717040538788 Total: 8.5187; Orientation: 0.0658; Line Search: 5.4877
Adding measurement 3b7c80c6 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.887e+03, gradient 1.007e-03, dot -0.987; [1c5f6227-3f02-4ca5-b35e-85b6922ab4d1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 6.660515755414963, 5.20019593834877, 3.667548507452011, 2.116717040538788
LBFGS Accumulation History: 3 points
Removed measurement 270d43a7 to history. Total: 4
th(0)=2.116717040538788;dx=-1.013727588586889E-6
New Minimum: 2.116717040538788 > 0.752412274479866
END: th(1085835.0837760698)=0.752412274479866; dx=-4.62880433441874E-7 evalInputDelta=1.3643047660589218
Fitness changed from 2.116717040538788 to 0.752412274479866
Iteration 7 complete. Error: 0.752412274479866 Total: 8.4506; Orientation: 0.0668; Line Search: 5.4823
Adding measurement 7f287b98 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.911e+03, gradient 6.427e-04, dot -0.952; [1c5f6227-3f02-4ca5-b35e-85b6922ab4d1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 5.20019593834877, 3.667548507452011, 2.116717040538788, 0.752412274479866
LBFGS Accumulation History: 3 points
Removed measurement 5995851e to history. Total: 4
th(0)=0.752412274479866;dx=-4.125362489594783E-7
New Minimum: 0.752412274479866 > -0.16768679022789001
END: th(2339360.7721408415)=-0.16768679022789001; dx=-1.0683918546032558E-7 evalInputDelta=0.920099064707756
Fitness changed from 0.752412274479866 to -0.16768679022789001
Iteration 8 complete. Error: -0.16768679022789001 Total: 8.4071; Orientation: 0.0660; Line Search: 5.4185
Adding measurement 236eccd1 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.591e+03, gradient 4.227e-04, dot -0.847; [1c5f6227-3f02-4ca5-b35e-85b6922ab4d1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 3.667548507452011, 2.116717040538788, 0.752412274479866, -0.16768679022789001
LBFGS Accumulation History: 3 points
Removed measurement 35c4697c to history. Total: 4
th(0)=-0.16768679022789001;dx=-1.7850041706636976E-7
New Minimum: -0.16768679022789001 > -0.5193914622068405
WOLF (strong): th(5040000.000000002)=-0.5193914622068405; dx=1.731102063221196E-8 evalInputDelta=0.3517046719789505
END: th(2520000.000000001)=-0.5153205096721649; dx=-3.876690633076804E-8 evalInputDelta=0.3476337194442749
Fitness changed from -0.16768679022789001 to -0.5193914622068405
Iteration 9 complete. Error: -0.5193914622068405 Total: 11.1193; Orientation: 0.0672; Line Search: 8.3464
Adding measurement 5eb5da12 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 1.395e+03, gradient 5.646e-04, dot -0.633; [1c5f6227-3f02-4ca5-b35e-85b6922ab4d1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 2.116717040538788, 0.752412274479866, -0.16768679022789001, -0.5193914622068405
LBFGS Accumulation History: 3 points
Removed measurement 3b7c80c6 to history. Total: 4
th(0)=-0.5193914622068405;dx=-3.185122069704229E-7
Armijo: th(5429175.418880349)=0.32771384716033936; dx=1.8362617893881388E-7 evalInputDelta=-0.8471053093671799
New Minimum: -0.5193914622068405 > -0.5530993342399597
WOLF (strong): th(2714587.7094401745)=-0.5530993342399597; dx=1.1277198734946826E-7 evalInputDelta=0.0337078720331192
New Minimum: -0.5530993342399597 > -0.7930246144533157
END: th(904862.5698133915)=-0.7930246144533157; dx=-2.610787644439215E-8 evalInputDelta=0.2736331522464752
Fitness changed from -0.5193914622068405 to -0.7930246144533157
Iteration 10 complete. Error: -0.7930246144533157 Total: 14.0392; Orientation: 0.0657; Line Search: 10.9882
Iteration 10
Adding measurement 5cff6b74 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.409e+02, gradient 3.435e-04, dot -0.663; [1c5f6227-3f02-4ca5-b35e-85b6922ab4d1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from 0.752412274479866, -0.16768679022789001, -0.5193914622068405, -0.7930246144533157
LBFGS Accumulation History: 3 points
Removed measurement 7f287b98 to history. Total: 4
th(0)=-0.7930246144533157;dx=-1.1777038730483824E-7
New Minimum: -0.7930246144533157 > -0.9079069048166275
WOLF (strong): th(1949467.3101173681)=-0.9079069048166275; dx=1.6973452811589665E-8 evalInputDelta=0.11488229036331177
New Minimum: -0.9079069048166275 > -0.9247310757637024
END: th(974733.6550586841)=-0.9247310757637024; dx=-2.3161722377042062E-8 evalInputDelta=0.13170646131038666
Fitness changed from -0.7930246144533157 to -0.9247310757637024
Iteration 11 complete. Error: -0.9247310757637024 Total: 11.4428; Orientation: 0.0660; Line Search: 8.7625
Adding measurement 750f64fe to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.446e+02, gradient 2.844e-04, dot -0.658; [1c5f6227-3f02-4ca5-b35e-85b6922ab4d1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.16768679022789001, -0.5193914622068405, -0.7930246144533157, -0.9247310757637024
LBFGS Accumulation History: 3 points
Removed measurement 236eccd1 to history. Total: 4
th(0)=-0.9247310757637024;dx=-8.075045306548558E-8
New Minimum: -0.9247310757637024 > -0.9867022931575775
WOLF (strong): th(2100000.000000001)=-0.9867022931575775; dx=2.1880240433825885E-8 evalInputDelta=0.06197121739387512
New Minimum: -0.9867022931575775 > -1.0127795785665512
END: th(1050000.0000000005)=-1.0127795785665512; dx=-1.364938558444066E-8 evalInputDelta=0.08804850280284882
Fitness changed from -0.9247310757637024 to -1.0127795785665512
Iteration 12 complete. Error: -1.0127795785665512 Total: 12.0173; Orientation: 0.0668; Line Search: 9.1778
Adding measurement 16134476 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.685e+02, gradient 2.710e-04, dot -0.723; [1c5f6227-3f02-4ca5-b35e-85b6922ab4d1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.5193914622068405, -0.7930246144533157, -0.9247310757637024, -1.0127795785665512
LBFGS Accumulation History: 3 points
Removed measurement 5eb5da12 to history. Total: 4
th(0)=-1.0127795785665512;dx=-7.334465233576826E-8
New Minimum: -1.0127795785665512 > -1.0280340164899826
WOLF (strong): th(2262156.424533479)=-1.0280340164899826; dx=2.7167795351181686E-8 evalInputDelta=0.015254437923431396
New Minimum: -1.0280340164899826 > -1.0833276510238647
END: th(1131078.2122667395)=-1.0833276510238647; dx=-1.980574731255657E-9 evalInputDelta=0.07054807245731354
Fitness changed from -1.0127795785665512 to -1.0833276510238647
Iteration 13 complete. Error: -1.0833276510238647 Total: 11.1906; Orientation: 0.0676; Line Search: 8.3909
Adding measurement 740b6628 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.283e+02, gradient 2.809e-04, dot -0.668; [1c5f6227-3f02-4ca5-b35e-85b6922ab4d1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.7930246144533157, -0.9247310757637024, -1.0127795785665512, -1.0833276510238647
LBFGS Accumulation History: 3 points
Removed measurement 5cff6b74 to history. Total: 4
th(0)=-1.0833276510238647;dx=-7.883383139958258E-8
Armijo: th(2436834.13764671)=-1.0184704065322876; dx=5.3489316288847173E-8 evalInputDelta=-0.06485724449157715
New Minimum: -1.0833276510238647 > -1.1414366960525513
WOLF (strong): th(1218417.068823355)=-1.1414366960525513; dx=1.7577077820815174E-8 evalInputDelta=0.05810904502868652
END: th(406139.02294111834)=-1.1309171169996262; dx=-4.3074374810345905E-8 evalInputDelta=0.047589465975761414
Fitness changed from -1.0833276510238647 to -1.1414366960525513
Iteration 14 complete. Error: -1.1414366960525513 Total: 14.1370; Orientation: 0.0679; Line Search: 11.3484
Adding measurement 3d53e6f7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.874e+02, gradient 3.156e-04, dot -0.609; [1c5f6227-3f02-4ca5-b35e-85b6922ab4d1 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -0.9247310757637024, -1.0127795785665512, -1.0833276510238647, -1.1414366960525513
LBFGS Accumulation History: 3 points
Removed measurement 750f64fe to history. Total: 4
th(0)=-1.1414366960525513;dx=-9.944792308225052E-8
New Minimum: -1.1414366960525513 > -1.2091663181781769
WOLF (strong): th(875000.0000000005)=-1.2091663181781769; dx=9.753075500317702E-9 evalInputDelta=0.06772962212562561
END: th(437500.00000000023)=-1.200744390487671; dx=-3.845628559619821E-8 evalInputDelta=0.05930769443511963
Fitness changed from -1.1414366960525513 to -1.2091663181781769
Iteration 15 complete. Error: -1.2091663181781769 Total: 12.0277; Orientation: 0.0705; Line Search: 9.2433
Iteration 15
Final threshold in iteration 16: -1.2091663181781769 (> -Infinity) after 178.789s (< 3600.000s)