Reset training subject: 1106367665454600 Reset training subject: 1106375558690400 Adding measurement 70c29356 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=1.2844112515449524;dx=-7.752784844185299E-8 New Minimum: 1.2844112515449524 > 1.2844109237194061 WOLFE (weak): th(2.154434690031884)=1.2844109237194061; dx=-7.750383863476297E-8 evalInputDelta=3.2782554626464844E-7 New Minimum: 1.2844109237194061 > 1.2844103574752808 WOLFE (weak): th(4.308869380063768)=1.2844103574752808; dx=-7.746843161274685E-8 evalInputDelta=8.940696716308594E-7 New Minimum: 1.2844103574752808 > 1.2844087481498718 WOLFE (weak): th(12.926608140191302)=1.2844087481498718; dx=-7.750692394993856E-8 evalInputDelta=2.5033950805664062E-6 New Minimum: 1.2844087481498718 > 1.284401297569275 WOLFE (weak): th(51.70643256076521)=1.284401297569275; dx=-7.74810408126422E-8 evalInputDelta=9.953975677490234E-6 New Minimum: 1.284401297569275 > 1.2843616902828217 WOLFE (weak): th(258.53216280382605)=1.2843616902828217; dx=-7.74657887110207E-8 evalInputDelta=4.9561262130737305E-5 New Minimum: 1.2843616902828217 > 1.2841142117977142 WOLFE (weak): th(1551.1929768229563)=1.2841142117977142; dx=-7.744437539117792E-8 evalInputDelta=2.970397472381592E-4 New Minimum: 1.2841142117977142 > 1.2823341190814972 WOLFE (weak): th(10858.350837760694)=1.2823341190814972; dx=-7.745489881088591E-8 evalInputDelta=0.0020771324634552 New Minimum: 1.2823341190814972 > 1.2678579092025757 WOLFE (weak): th(86866.80670208555)=1.2678579092025757; dx=-7.690540024031976E-8 evalInputDelta=0.01655334234237671 New Minimum: 1.2678579092025757 > 1.1409063339233398 WOLFE (weak): th(781801.26031877)=1.1409063339233398; dx=-7.141233555766278E-8 evalInputDelta=0.14350491762161255 New Minimum: 1.1409063339233398 > 0.30498820543289185 END: th(7818012.6031877)=0.30498820543289185; dx=-3.1383520636744753E-8 evalInputDelta=0.9794230461120605 Fitness changed from 1.2844112515449524 to 0.30498820543289185 Iteration 1 complete. Error: 0.30498820543289185 Total: 105.6132; Orientation: 0.0065; Line Search: 82.3849 Iteration 1 ![Iteration 1](etc/86f5ef1d-0581-4d40-9917-1e48a07e0054.jpg) Adding measurement 463045fb to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=0.30498820543289185;dx=-2.791369817844975E-8 New Minimum: 0.30498820543289185 > -0.3908849507570267 END: th(1.684339755941405E7)=-0.3908849507570267; dx=-1.1333034712802027E-8 evalInputDelta=0.6958731561899185 Fitness changed from 0.30498820543289185 to -0.3908849507570267 Iteration 2 complete. Error: -0.3908849507570267 Total: 22.9095; Orientation: 0.0062; Line Search: 15.6264 Iteration 2 ![Iteration 2](etc/d672b345-a674-415b-882d-25c8aa06798f.jpg) Adding measurement 34f7b44f to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=-0.3908849507570267;dx=-1.3222341836542011E-8 New Minimum: -0.3908849507570267 > -0.826101765036583 END: th(3.6288E7)=-0.826101765036583; dx=-2.7081300262231994E-9 evalInputDelta=0.4352168142795563 Fitness changed from -0.3908849507570267 to -0.826101765036583 Iteration 3 complete. Error: -0.826101765036583 Total: 22.4158; Orientation: 0.0071; Line Search: 14.7920 Iteration 3 ![Iteration 3](etc/419f4505-3cc1-4090-b342-803d30ec4bdf.jpg) Adding measurement 1c7f9861 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.273e+03, gradient 8.677e-05, dot -0.794; [3eb6990f-f5ea-4314-84d5-40a4dfbf9c78 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.2844112515449524, 0.30498820543289185, -0.3908849507570267, -0.826101765036583 LBFGS Accumulation History: 3 points Removed measurement 70c29356 to history. Total: 4 th(0)=-0.826101765036583;dx=-7.490254731038672E-9 Armijo: th(7.8180126031877E7)=-0.4280562996864319; dx=4.543064645474676E-9 evalInputDelta=-0.39804546535015106 New Minimum: -0.826101765036583 > -0.9375765472650528 WOLF (strong): th(3.90900630159385E7)=-0.9375765472650528; dx=5.785523136075593E-10 evalInputDelta=0.11147478222846985 New Minimum: -0.9375765472650528 > -0.9648478925228119 END: th(1.3030021005312832E7)=-0.9648478925228119; dx=-4.0514145945261794E-9 evalInputDelta=0.13874612748622894 Fitness changed from -0.826101765036583 to -0.9648478925228119 Iteration 4 complete. Error: -0.9648478925228119 Total: 37.1972; Orientation: 0.1865; Line Search: 29.8315 Iteration 4 ![Iteration 4](etc/290a8b4f-fc58-4792-84d3-a1255bf996a9.jpg) Adding measurement 79add732 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.594e+03, gradient 6.880e-05, dot -0.893; [3eb6990f-f5ea-4314-84d5-40a4dfbf9c78 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.30498820543289185, -0.3908849507570267, -0.826101765036583, -0.9648478925228119 LBFGS Accumulation History: 3 points Removed measurement 463045fb to history. Total: 4 th(0)=-0.9648478925228119;dx=-4.707589867283659E-9 New Minimum: -0.9648478925228119 > -1.0787848234176636 END: th(2.807232926569009E7)=-1.0787848234176636; dx=-1.6928247702313555E-9 evalInputDelta=0.11393693089485168 Fitness changed from -0.9648478925228119 to -1.0787848234176636 Iteration 5 complete. Error: -1.0787848234176636 Total: 22.3610; Orientation: 0.1869; Line Search: 15.0427 Iteration 5 ![Iteration 5](etc/491aae77-726e-40e5-b4e7-06ad2c7d8463.jpg) Adding measurement 36510e73 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.059e+03, gradient 8.182e-05, dot -0.627; [3eb6990f-f5ea-4314-84d5-40a4dfbf9c78 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.3908849507570267, -0.826101765036583, -0.9648478925228119, -1.0787848234176636 LBFGS Accumulation History: 3 points Removed measurement 34f7b44f to history. Total: 4 th(0)=-1.0787848234176636;dx=-6.664336486171303E-9 Armijo: th(6.048000000000001E7)=-0.2963945269584656; dx=8.304778473600495E-9 evalInputDelta=-0.782390296459198 Armijo: th(3.0240000000000004E7)=-0.9381601959466934; dx=4.970355118841702E-9 evalInputDelta=-0.14062462747097015 New Minimum: -1.0787848234176636 > -1.1410230696201324 END: th(1.0080000000000002E7)=-1.1410230696201324; dx=-1.0036044508426744E-9 evalInputDelta=0.06223824620246887 Fitness changed from -1.0787848234176636 to -1.1410230696201324 Iteration 6 complete. Error: -1.1410230696201324 Total: 37.3456; Orientation: 0.1875; Line Search: 29.5776 Adding measurement 6568f998 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.361e+03, gradient 6.440e-05, dot -0.706; [3eb6990f-f5ea-4314-84d5-40a4dfbf9c78 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.826101765036583, -0.9648478925228119, -1.0787848234176636, -1.1410230696201324 LBFGS Accumulation History: 3 points Removed measurement 1c7f9861 to history. Total: 4 th(0)=-1.1410230696201324;dx=-4.11196202580942E-9 New Minimum: -1.1410230696201324 > -1.1598309576511383 WOLF (strong): th(2.1716701675521392E7)=-1.1598309576511383; dx=4.128937108068632E-10 evalInputDelta=0.01880788803100586 New Minimum: -1.1598309576511383 > -1.1814349293708801 END: th(1.0858350837760696E7)=-1.1814349293708801; dx=-1.4802092888854473E-9 evalInputDelta=0.04041185975074768 Fitness changed from -1.1410230696201324 to -1.1814349293708801 Iteration 7 complete. Error: -1.1814349293708801 Total: 29.4401; Orientation: 0.1869; Line Search: 22.1036 Adding measurement 282c4da0 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.018e+03, gradient 6.071e-05, dot -0.762; [3eb6990f-f5ea-4314-84d5-40a4dfbf9c78 = 1.000/1.000e+00] Orientation rejected. Popping history element from -0.9648478925228119, -1.0787848234176636, -1.1410230696201324, -1.1814349293708801 LBFGS Accumulation History: 3 points Removed measurement 79add732 to history. Total: 4 th(0)=-1.1814349293708801;dx=-3.6543722250577305E-9 New Minimum: -1.1814349293708801 > -1.1834276169538498 WOLF (strong): th(2.339360772140841E7)=-1.1834276169538498; dx=3.439811934843173E-10 evalInputDelta=0.0019926875829696655 New Minimum: -1.1834276169538498 > -1.2115425914525986 END: th(1.1696803860704206E7)=-1.2115425914525986; dx=-1.3126272775855646E-9 evalInputDelta=0.030107662081718445 Fitness changed from -1.1814349293708801 to -1.2115425914525986 Iteration 8 complete. Error: -1.2115425914525986 Total: 30.2378; Orientation: 0.1941; Line Search: 22.5995 Adding measurement 1a2773a8 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.375e+03, gradient 5.979e-05, dot -0.775; [3eb6990f-f5ea-4314-84d5-40a4dfbf9c78 = 1.000/1.000e+00] Orientation rejected. Popping history element from -1.0787848234176636, -1.1410230696201324, -1.1814349293708801, -1.2115425914525986 LBFGS Accumulation History: 3 points Removed measurement 36510e73 to history. Total: 4 th(0)=-1.2115425914525986;dx=-3.5614484119297752E-9 Armijo: th(2.5200000000000007E7)=-1.199589192867279; dx=9.035684108619429E-10 evalInputDelta=-0.011953398585319519 New Minimum: -1.2115425914525986 > -1.240489348769188 END: th(1.2600000000000004E7)=-1.240489348769188; dx=-8.412485712875466E-10 evalInputDelta=0.028946757316589355 Fitness changed from -1.2115425914525986 to -1.240489348769188 Iteration 9 complete. Error: -1.240489348769188 Total: 29.3832; Orientation: 0.1888; Line Search: 21.8926 Adding measurement 274fdea6 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.722e+03, gradient 6.241e-05, dot -0.719; [3eb6990f-f5ea-4314-84d5-40a4dfbf9c78 = 1.000/1.000e+00] Orientation rejected. Popping history element from -1.1410230696201324, -1.1814349293708801, -1.2115425914525986, -1.240489348769188 LBFGS Accumulation History: 3 points Removed measurement 6568f998 to history. Total: 4 th(0)=-1.240489348769188;dx=-3.8794387920458896E-9 Armijo: th(2.7145877094401743E7)=-1.1673498004674911; dx=2.2573052775762007E-9 evalInputDelta=-0.07313954830169678 New Minimum: -1.240489348769188 > -1.2562329173088074 END: th(1.3572938547200872E7)=-1.2562329173088074; dx=-1.240384883560426E-11 evalInputDelta=0.015743568539619446 Fitness changed from -1.240489348769188 to -1.2562329173088074 Iteration 10 complete. Error: -1.2562329173088074 Total: 29.8195; Orientation: 0.1855; Line Search: 22.2230 Iteration 10 ![Iteration 10](etc/5ae9f1a1-fb2f-42d4-918d-51553173b461.jpg) Final threshold in iteration 11: -1.2562329173088074 (> -Infinity) after 366.774s (< 1800.000s)