Reset training subject: 1427105875457500
Reset training subject: 1427151812926700
Adding measurement e890591 to history. Total: 0
LBFGS Accumulation History: 1 points
Constructing line search parameters: GD+Trust
th(0)=-28.39974742817382;dx=-6.4939212516271355E-6
New Minimum: -28.39974742817382 > -28.39974843369176
WOLFE (weak): th(2.154434690031884)=-28.39974843369176; dx=-6.481124475060362E-6 evalInputDelta=1.0055179373580359E-6
New Minimum: -28.39974843369176 > -28.39975037580977
WOLFE (weak): th(4.308869380063768)=-28.39975037580977; dx=-6.469325421920331E-6 evalInputDelta=2.9476359486579895E-6
New Minimum: -28.39975037580977 > -28.399757218547165
WOLFE (weak): th(12.926608140191302)=-28.399757218547165; dx=-6.423714770206036E-6 evalInputDelta=9.790373344031877E-6
New Minimum: -28.399757218547165 > -28.39979150922348
WOLFE (weak): th(51.70643256076521)=-28.39979150922348; dx=-6.234158374768097E-6 evalInputDelta=4.408104965847315E-5
New Minimum: -28.39979150922348 > -28.39994866711398
END: th(258.53216280382605)=-28.39994866711398; dx=-5.717892452818799E-6 evalInputDelta=2.012389401571113E-4
Fitness changed from -28.39974742817382 to -28.39994866711398
Iteration 1 complete. Error: -28.39994866711398 Total: 422.4146; Orientation: 0.0481; Line Search: 281.9350
Iteration 1
Adding measurement 443ac5b8 to history. Total: 1
LBFGS Accumulation History: 2 points
th(0)=-28.39994866711398;dx=-5.731453176657987E-6
New Minimum: -28.39994866711398 > -28.40035988452534
WOLFE (weak): th(556.9906600335335)=-28.40035988452534; dx=-5.729117054949204E-6 evalInputDelta=4.112174113615197E-4
New Minimum: -28.40035988452534 > -28.400778513712186
WOLFE (weak): th(1113.981320067067)=-28.400778513712186; dx=-5.727053570115494E-6 evalInputDelta=8.298465982079506E-4
New Minimum: -28.400778513712186 > -28.402436342400808
WOLFE (weak): th(3341.9439602012008)=-28.402436342400808; dx=-5.716880359746438E-6 evalInputDelta=0.0024876752868294716
New Minimum: -28.402436342400808 > -28.409827333875
WOLFE (weak): th(13367.775840804803)=-28.409827333875; dx=-5.628542319921387E-6 evalInputDelta=0.009878666761022004
New Minimum: -28.409827333875 > -28.44725555119415
END: th(66838.87920402401)=-28.44725555119415; dx=-5.121595112602588E-6 evalInputDelta=0.047306884080171585
Fitness changed from -28.39994866711398 to -28.44725555119415
Iteration 2 complete. Error: -28.44725555119415 Total: 330.2968; Orientation: 0.0484; Line Search: 283.9266
Iteration 2
Adding measurement 4a49919c to history. Total: 2
LBFGS Accumulation History: 3 points
th(0)=-28.44725555119415;dx=-4.898746584475417E-6
New Minimum: -28.44725555119415 > -28.531328602073092
END: th(144000.0)=-28.531328602073092; dx=-4.12844599957323E-6 evalInputDelta=0.08407305087894201
Fitness changed from -28.44725555119415 to -28.531328602073092
Iteration 3 complete. Error: -28.531328602073092 Total: 142.3044; Orientation: 0.0477; Line Search: 95.0053
Iteration 3
Adding measurement 79bf39e5 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.341e+03, gradient 1.976e-03, dot -0.995; [93d8f0dd-15ca-46cf-98f9-71f6b0d8dbd9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -28.39974742817382, -28.39994866711398, -28.44725555119415, -28.531328602073092
LBFGS Accumulation History: 3 points
Removed measurement e890591 to history. Total: 4
th(0)=-28.531328602073092;dx=-3.904165142728826E-6
New Minimum: -28.531328602073092 > -28.675237451680005
END: th(310238.5953645913)=-28.675237451680005; dx=-3.270001639151298E-6 evalInputDelta=0.14390884960691253
Fitness changed from -28.531328602073092 to -28.675237451680005
Iteration 4 complete. Error: -28.675237451680005 Total: 140.2727; Orientation: 1.4250; Line Search: 92.4565
Iteration 4
Adding measurement 3cae4518 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.339e+03, gradient 1.786e-03, dot -0.987; [93d8f0dd-15ca-46cf-98f9-71f6b0d8dbd9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -28.39994866711398, -28.44725555119415, -28.531328602073092, -28.675237451680005
LBFGS Accumulation History: 3 points
Removed measurement 443ac5b8 to history. Total: 4
th(0)=-28.675237451680005;dx=-3.189877256624893E-6
New Minimum: -28.675237451680005 > -28.907582702115178
END: th(668388.7920402403)=-28.907582702115178; dx=-2.3752681224789083E-6 evalInputDelta=0.2323452504351735
Fitness changed from -28.675237451680005 to -28.907582702115178
Iteration 5 complete. Error: -28.907582702115178 Total: 145.3912; Orientation: 1.4288; Line Search: 96.0448
Iteration 5
Adding measurement 8f374de to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.512e+03, gradient 1.603e-03, dot -0.944; [93d8f0dd-15ca-46cf-98f9-71f6b0d8dbd9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -28.44725555119415, -28.531328602073092, -28.675237451680005, -28.907582702115178
LBFGS Accumulation History: 3 points
Removed measurement 4a49919c to history. Total: 4
th(0)=-28.907582702115178;dx=-2.569782207602383E-6
New Minimum: -28.907582702115178 > -29.17934497569998
END: th(1440000.0000000002)=-29.17934497569998; dx=-1.3888283419281545E-6 evalInputDelta=0.27176227358480176
Fitness changed from -28.907582702115178 to -29.17934497569998
Iteration 6 complete. Error: -29.17934497569998 Total: 142.2911; Orientation: 1.4188; Line Search: 94.2560
Adding measurement 185bf6e0 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 7.071e+03, gradient 1.651e-03, dot -0.754; [93d8f0dd-15ca-46cf-98f9-71f6b0d8dbd9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -28.531328602073092, -28.675237451680005, -28.907582702115178, -29.17934497569998
LBFGS Accumulation History: 3 points
Removed measurement 79bf39e5 to history. Total: 4
th(0)=-29.17934497569998;dx=-2.7265266106726787E-6
New Minimum: -29.17934497569998 > -29.419714270780485
END: th(3102385.9536459134)=-29.419714270780485; dx=-7.91070480516435E-7 evalInputDelta=0.2403692950805052
Fitness changed from -29.17934497569998 to -29.419714270780485
Iteration 7 complete. Error: -29.419714270780485 Total: 146.3854; Orientation: 1.4602; Line Search: 95.8509
Adding measurement 3a7dcfb7 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 9.808e+03, gradient 1.782e-03, dot -0.660; [93d8f0dd-15ca-46cf-98f9-71f6b0d8dbd9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -28.675237451680005, -28.907582702115178, -29.17934497569998, -29.419714270780485
LBFGS Accumulation History: 3 points
Removed measurement 3cae4518 to history. Total: 4
th(0)=-29.419714270780485;dx=-3.173974327590221E-6
Armijo: th(6683887.920402404)=-29.327183064073324; dx=-5.183065356664829E-9 evalInputDelta=-0.09253120670716086
New Minimum: -29.419714270780485 > -29.58219187396268
END: th(3341943.960201202)=-29.58219187396268; dx=-3.415527347704576E-7 evalInputDelta=0.16247760318219662
Fitness changed from -29.419714270780485 to -29.58219187396268
Iteration 8 complete. Error: -29.58219187396268 Total: 188.6927; Orientation: 1.4569; Line Search: 139.2214
Adding measurement 7aef21bb to history. Total: 3
Rejected: LBFGS Orientation magnitude: 8.396e+03, gradient 2.288e-03, dot -0.544; [93d8f0dd-15ca-46cf-98f9-71f6b0d8dbd9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -28.907582702115178, -29.17934497569998, -29.419714270780485, -29.58219187396268
LBFGS Accumulation History: 3 points
Removed measurement 8f374de to history. Total: 4
th(0)=-29.58219187396268;dx=-5.235068677826992E-6
Armijo: th(7200000.000000003)=-29.082025099545717; dx=5.827055017782341E-7 evalInputDelta=-0.5001667744169644
New Minimum: -29.58219187396268 > -29.66147976865371
WOLF (strong): th(3600000.0000000014)=-29.66147976865371; dx=4.423341234638345E-8 evalInputDelta=0.07928789469102782
New Minimum: -29.66147976865371 > -29.764759718750913
END: th(1200000.0000000005)=-29.764759718750913; dx=-6.585314003599443E-7 evalInputDelta=0.18256784478823107
Fitness changed from -29.58219187396268 to -29.764759718750913
Iteration 9 complete. Error: -29.764759718750913 Total: 240.1311; Orientation: 1.4290; Line Search: 191.9239
Adding measurement 700202fa to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.436e+03, gradient 1.389e-03, dot -0.660; [93d8f0dd-15ca-46cf-98f9-71f6b0d8dbd9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -29.17934497569998, -29.419714270780485, -29.58219187396268, -29.764759718750913
LBFGS Accumulation History: 3 points
Removed measurement 185bf6e0 to history. Total: 4
th(0)=-29.764759718750913;dx=-1.930482691298745E-6
New Minimum: -29.764759718750913 > -29.9215371136864
END: th(2585321.6280382616)=-29.9215371136864; dx=-3.4433480745757353E-7 evalInputDelta=0.1567773949354887
Fitness changed from -29.764759718750913 to -29.9215371136864
Iteration 10 complete. Error: -29.9215371136864 Total: 143.8488; Orientation: 1.4310; Line Search: 95.6407
Iteration 10
Adding measurement 37a0fc8c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.380e+03, gradient 2.032e-03, dot -0.510; [93d8f0dd-15ca-46cf-98f9-71f6b0d8dbd9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -29.419714270780485, -29.58219187396268, -29.764759718750913, -29.9215371136864
LBFGS Accumulation History: 3 points
Removed measurement 3a7dcfb7 to history. Total: 4
th(0)=-29.9215371136864;dx=-4.127624311645236E-6
Armijo: th(5569906.600335337)=-29.762905422598124; dx=2.555796650785644E-7 evalInputDelta=-0.1586316910882779
New Minimum: -29.9215371136864 > -30.0150930074354
END: th(2784953.3001676686)=-30.0150930074354; dx=-2.89757224481427E-8 evalInputDelta=0.09355589374899864
Fitness changed from -29.9215371136864 to -30.0150930074354
Iteration 11 complete. Error: -30.0150930074354 Total: 191.5428; Orientation: 1.4293; Line Search: 142.2468
Adding measurement 58ca6ba3 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.195e+03, gradient 1.847e-03, dot -0.631; [93d8f0dd-15ca-46cf-98f9-71f6b0d8dbd9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -29.58219187396268, -29.764759718750913, -29.9215371136864, -30.0150930074354
LBFGS Accumulation History: 3 points
Removed measurement 7aef21bb to history. Total: 4
th(0)=-30.0150930074354;dx=-3.4109287503157977E-6
Armijo: th(6000000.000000003)=-29.799292868624132; dx=4.288420826450911E-7 evalInputDelta=-0.21580013881126803
New Minimum: -30.0150930074354 > -30.137898236513138
END: th(3000000.0000000014)=-30.137898236513138; dx=-6.50132697253106E-8 evalInputDelta=0.12280522907773772
Fitness changed from -30.0150930074354 to -30.137898236513138
Iteration 12 complete. Error: -30.137898236513138 Total: 190.8414; Orientation: 1.4257; Line Search: 141.7242
Adding measurement 3b780b5c to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.580e+03, gradient 1.569e-03, dot -0.661; [93d8f0dd-15ca-46cf-98f9-71f6b0d8dbd9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -29.764759718750913, -29.9215371136864, -30.0150930074354, -30.137898236513138
LBFGS Accumulation History: 3 points
Removed measurement 700202fa to history. Total: 4
th(0)=-30.137898236513138;dx=-2.4612688375257614E-6
Armijo: th(6463304.070095655)=-29.905384198452037; dx=4.039158717114987E-7 evalInputDelta=-0.23251403806110105
New Minimum: -30.137898236513138 > -30.249060961107414
WOLF (strong): th(3231652.0350478273)=-30.249060961107414; dx=8.47852327007275E-8 evalInputDelta=0.11116272459427634
New Minimum: -30.249060961107414 > -30.30354796598355
END: th(1077217.3450159424)=-30.30354796598355; dx=-7.093357786470477E-7 evalInputDelta=0.16564972947041312
Fitness changed from -30.137898236513138 to -30.30354796598355
Iteration 13 complete. Error: -30.30354796598355 Total: 237.1763; Orientation: 1.4565; Line Search: 190.0649
Adding measurement 3c538e62 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 2.633e+03, gradient 1.092e-03, dot -0.803; [93d8f0dd-15ca-46cf-98f9-71f6b0d8dbd9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -29.9215371136864, -30.0150930074354, -30.137898236513138, -30.30354796598355
LBFGS Accumulation History: 3 points
Removed measurement 37a0fc8c to history. Total: 4
th(0)=-30.30354796598355;dx=-1.1927339187420625E-6
New Minimum: -30.30354796598355 > -30.430563499530155
END: th(2320794.4168063905)=-30.430563499530155; dx=-3.608242146801369E-7 evalInputDelta=0.12701553354660433
Fitness changed from -30.30354796598355 to -30.430563499530155
Iteration 14 complete. Error: -30.430563499530155 Total: 142.6820; Orientation: 1.4819; Line Search: 94.6747
Adding measurement b386a17 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 4.594e+03, gradient 1.317e-03, dot -0.611; [93d8f0dd-15ca-46cf-98f9-71f6b0d8dbd9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -30.0150930074354, -30.137898236513138, -30.30354796598355, -30.430563499530155
LBFGS Accumulation History: 3 points
Removed measurement 58ca6ba3 to history. Total: 4
th(0)=-30.430563499530155;dx=-1.7335289707108765E-6
Armijo: th(5000000.000000003)=-30.311632779116433; dx=1.687464872080385E-7 evalInputDelta=-0.11893072041372221
New Minimum: -30.430563499530155 > -30.472403088584542
WOLF (strong): th(2500000.0000000014)=-30.472403088584542; dx=6.037581643926234E-8 evalInputDelta=0.041839589054387005
New Minimum: -30.472403088584542 > -30.518397318199277
END: th(833333.3333333338)=-30.518397318199277; dx=-4.202553522484173E-7 evalInputDelta=0.08783381866912165
Fitness changed from -30.430563499530155 to -30.518397318199277
Iteration 15 complete. Error: -30.518397318199277 Total: 238.3051; Orientation: 1.4697; Line Search: 190.5817
Iteration 15
Adding measurement 41b2123e to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.854e+03, gradient 9.692e-04, dot -0.729; [93d8f0dd-15ca-46cf-98f9-71f6b0d8dbd9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -30.137898236513138, -30.30354796598355, -30.430563499530155, -30.518397318199277
LBFGS Accumulation History: 3 points
Removed measurement 3b780b5c to history. Total: 4
th(0)=-30.518397318199277;dx=-9.393773371003877E-7
New Minimum: -30.518397318199277 > -30.582945020869374
END: th(1795362.2416932376)=-30.582945020869374; dx=-2.875996461994435E-7 evalInputDelta=0.06454770267009735
Fitness changed from -30.518397318199277 to -30.582945020869374
Iteration 16 complete. Error: -30.582945020869374 Total: 143.2956; Orientation: 1.4537; Line Search: 95.9025
Adding measurement 7488c183 to history. Total: 3
Rejected: LBFGS Orientation magnitude: 5.127e+03, gradient 1.238e-03, dot -0.583; [93d8f0dd-15ca-46cf-98f9-71f6b0d8dbd9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -30.30354796598355, -30.430563499530155, -30.518397318199277, -30.582945020869374
LBFGS Accumulation History: 3 points
Removed measurement 3c538e62 to history. Total: 4
th(0)=-30.582945020869374;dx=-1.5315810314646761E-6
Armijo: th(3867990.6946773184)=-30.511376204590004; dx=1.8759807426216817E-7 evalInputDelta=-0.0715688162793704
New Minimum: -30.582945020869374 > -30.623306235919397
WOLF (strong): th(1933995.3473386592)=-30.623306235919397; dx=7.511234622357456E-8 evalInputDelta=0.04036121505002299
New Minimum: -30.623306235919397 > -30.64207612226407
END: th(644665.1157795531)=-30.64207612226407; dx=-4.4153566373764474E-7 evalInputDelta=0.05913110139469424
Fitness changed from -30.582945020869374 to -30.64207612226407
Iteration 17 complete. Error: -30.64207612226407 Total: 238.0992; Orientation: 1.4626; Line Search: 188.7450
Adding measurement 2a79da3a to history. Total: 3
Rejected: LBFGS Orientation magnitude: 3.555e+03, gradient 8.416e-04, dot -0.793; [93d8f0dd-15ca-46cf-98f9-71f6b0d8dbd9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -30.430563499530155, -30.518397318199277, -30.582945020869374, -30.64207612226407
LBFGS Accumulation History: 3 points
Removed measurement b386a17 to history. Total: 4
th(0)=-30.64207612226407;dx=-7.082639117282443E-7
New Minimum: -30.64207612226407 > -30.705470889806747
END: th(1388888.88888889)=-30.705470889806747; dx=-4.400629737457683E-7 evalInputDelta=0.06339476754267892
Fitness changed from -30.64207612226407 to -30.705470889806747
Iteration 18 complete. Error: -30.705470889806747 Total: 142.8708; Orientation: 1.4309; Line Search: 93.5588
Adding measurement 27d0376f to history. Total: 3
Rejected: LBFGS Orientation magnitude: 6.236e+03, gradient 8.150e-04, dot -0.830; [93d8f0dd-15ca-46cf-98f9-71f6b0d8dbd9 = 1.000/1.000e+00]
Orientation rejected. Popping history element from -30.518397318199277, -30.582945020869374, -30.64207612226407, -30.705470889806747
LBFGS Accumulation History: 3 points
Removed measurement 41b2123e to history. Total: 4
th(0)=-30.705470889806747;dx=-6.64261151698508E-7
New Minimum: -30.705470889806747 > -30.764008305966854
END: th(2992270.4028220633)=-30.764008305966854; dx=-1.8485238155806954E-7 evalInputDelta=0.05853741616010666
Fitness changed from -30.705470889806747 to -30.764008305966854
Iteration 19 complete. Error: -30.764008305966854 Total: 142.6652; Orientation: 1.4446; Line Search: 94.2265
Final threshold in iteration 19: -30.764008305966854 (> -Infinity) after 3709.507s (< 3600.000s)