Reset training subject: 5301438066836 Reset training subject: 5372663271258 Adding measurement 2ce71789 to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=2.119974374771118;dx=-1.5418463238854803E-7 New Minimum: 2.119974374771118 > 2.1199743151664734 WOLFE (weak): th(2.154434690031884)=2.1199743151664734; dx=-1.506733290655823E-7 evalInputDelta=5.9604644775390625E-8 Armijo: th(4.308869380063768)=2.1199744045734406; dx=-1.5070674823290898E-7 evalInputDelta=-2.9802322387695312E-8 WOLFE (weak): th(3.2316520350478255)=2.119974359869957; dx=-1.5059822478550278E-7 evalInputDelta=1.4901161193847656E-8 Armijo: th(3.7702607075557966)=2.119974434375763; dx=-1.507690264174537E-7 evalInputDelta=-5.9604644775390625E-8 Armijo: th(3.500956371301811)=2.1199744790792465; dx=-1.5062608093852186E-7 evalInputDelta=-1.043081283569336E-7 Armijo: th(3.3663042031748183)=2.1199744790792465; dx=-1.507483409524928E-7 evalInputDelta=-1.043081283569336E-7 Armijo: th(3.2989781191113217)=2.119974449276924; dx=-1.503488807712034E-7 evalInputDelta=-7.450580596923828E-8 Armijo: th(3.2653150770795736)=2.119974449276924; dx=-1.5079836017245986E-7 evalInputDelta=-7.450580596923828E-8 Armijo: th(3.2484835560636993)=2.1199744194746017; dx=-1.508285069014759E-7 evalInputDelta=-4.470348358154297E-8 Armijo: th(3.2400677955557624)=2.1199744194746017; dx=-1.5090352940859625E-7 evalInputDelta=-4.470348358154297E-8 Armijo: th(3.235859915301794)=2.1199744194746017; dx=-1.504929401636819E-7 evalInputDelta=-4.470348358154297E-8 Armijo: th(3.2337559751748097)=2.1199744194746017; dx=-1.5080629091029392E-7 evalInputDelta=-4.470348358154297E-8 Armijo: th(3.2327040051113176)=2.1199744194746017; dx=-1.5070849614894966E-7 evalInputDelta=-4.470348358154297E-8 Armijo: th(3.2321780200795716)=2.1199744194746017; dx=-1.5076972128283167E-7 evalInputDelta=-4.470348358154297E-8 Armijo: th(3.2319150275636988)=2.1199744194746017; dx=-1.5072990337746596E-7 evalInputDelta=-4.470348358154297E-8 WOLFE (weak): th(3.231783531305762)=2.119974359869957; dx=-1.5060562694487162E-7 evalInputDelta=1.4901161193847656E-8 Armijo: th(3.2318492794347304)=2.1199744194746017; dx=-1.5092149814257509E-7 evalInputDelta=-4.470348358154297E-8 WOLFE (weak): th(3.231816405370246)=2.119974359869957; dx=-1.5061879149468944E-7 evalInputDelta=1.4901161193847656E-8 Armijo: th(3.231832842402488)=2.1199744194746017; dx=-1.5049423087998725E-7 evalInputDelta=-4.470348358154297E-8 mu ~= nu (3.231816405370246): th(2.154434690031884)=2.1199743151664734 Fitness changed from 2.119974374771118 to 2.1199743151664734 Iteration 1 complete. Error: 2.1199743151664734 Total: 1711.8095; Orientation: 0.3115; Line Search: 1501.2481 Iteration 1 ![Iteration 1](etc/b81dd785-9b38-458e-a338-f2992496ff01.jpg) Adding measurement 566c77ba to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=2.1199743151664734;dx=-1.5422366641606298E-7 New Minimum: 2.1199743151664734 > 2.1199739277362823 WOLFE (weak): th(6.962755081800035)=2.1199739277362823; dx=-1.5073274526064E-7 evalInputDelta=3.8743019104003906E-7 New Minimum: 2.1199739277362823 > 2.1199729442596436 WOLFE (weak): th(13.92551016360007)=2.1199729442596436; dx=-1.5071535079861976E-7 evalInputDelta=1.3709068298339844E-6 New Minimum: 2.1199729442596436 > 2.1199685633182526 WOLFE (weak): th(41.77653049080021)=2.1199685633182526; dx=-1.506018009086358E-7 evalInputDelta=5.751848220825195E-6 New Minimum: 2.1199685633182526 > 2.119948297739029 WOLFE (weak): th(167.10612196320085)=2.119948297739029; dx=-1.50555515711882E-7 evalInputDelta=2.6017427444458008E-5 New Minimum: 2.119948297739029 > 2.1198459565639496 WOLFE (weak): th(835.5306098160042)=2.1198459565639496; dx=-1.5063563926297015E-7 evalInputDelta=1.283586025238037E-4 New Minimum: 2.1198459565639496 > 2.119203642010689 WOLFE (weak): th(5013.183658896025)=2.119203642010689; dx=-1.5052025011980382E-7 evalInputDelta=7.706731557846069E-4 New Minimum: 2.119203642010689 > 2.1145821660757065 WOLFE (weak): th(35092.28561227217)=2.1145821660757065; dx=-1.5069365289310333E-7 evalInputDelta=0.005392149090766907 New Minimum: 2.1145821660757065 > 2.0769592970609665 WOLFE (weak): th(280738.2848981774)=2.0769592970609665; dx=-1.4978952745790934E-7 evalInputDelta=0.0430150181055069 New Minimum: 2.0769592970609665 > 1.7448367923498154 WOLFE (weak): th(2526644.564083596)=1.7448367923498154; dx=-1.4092547305529518E-7 evalInputDelta=0.375137522816658 New Minimum: 1.7448367923498154 > -0.3819289356470108 END: th(2.5266445640835963E7)=-0.3819289356470108; dx=-6.585555156940653E-8 evalInputDelta=2.501903250813484 Fitness changed from 2.1199743151664734 to -0.3819289356470108 Iteration 2 complete. Error: -0.3819289356470108 Total: 854.8269; Orientation: 0.3167; Line Search: 785.1529 Iteration 2 ![Iteration 2](etc/c6361ae5-0ca3-4c03-9cdb-2ce4f4c66297.jpg) Adding measurement 5b527cc6 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=-0.3819289356470108;dx=-9.688653483836415E-8 New Minimum: -0.3819289356470108 > -2.519565388560295 END: th(5.443490698242187E7)=-2.519565388560295; dx=-2.238495978831371E-8 evalInputDelta=2.1376364529132843 Fitness changed from -0.3819289356470108 to -2.519565388560295 Iteration 3 complete. Error: -2.519565388560295 Total: 222.5473; Orientation: 0.3154; Line Search: 146.8638 Iteration 3 ![Iteration 3](etc/c2e70f1b-96a6-45e3-a1ef-8dc86cafac4c.jpg) Adding measurement 37cda524 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 3.008e+04, gradient 2.683e-04, dot -0.386; [6a336c06-c34d-421f-a8ba-9ca98b545618 = 1.000/1.000e+00] Orientation rejected. Popping history element from -2.519565388560295, -0.3819289356470108, 2.1199743151664734, 2.119974374771118 LBFGS Accumulation History: 3 points Removed measurement 37cda524 to history. Total: 3 th(0)=-2.519565388560295;dx=-7.194859115595531E-8 Armijo: th(1.1727645195158848E8)=-1.9527892172336578; dx=9.288982688651596E-9 evalInputDelta=-0.5667761713266373 New Minimum: -2.519565388560295 > -3.525885760784149 END: th(5.863822597579424E7)=-3.525885760784149; dx=-7.0861170125171615E-9 evalInputDelta=1.006320372223854 Fitness changed from -2.519565388560295 to -3.525885760784149 Iteration 4 complete. Error: -3.525885760784149 Total: 294.0903; Orientation: 7.2754; Line Search: 215.9418 Iteration 4 ![Iteration 4](etc/189720d9-d188-40a5-8c0d-c46bd273976d.jpg) Adding measurement d9ca3c7 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.772e+04, gradient 2.494e-04, dot -0.275; [6a336c06-c34d-421f-a8ba-9ca98b545618 = 1.000/1.000e+00] Orientation rejected. Popping history element from -3.525885760784149, -0.3819289356470108, 2.1199743151664734, 2.119974374771118 LBFGS Accumulation History: 3 points Removed measurement d9ca3c7 to history. Total: 3 th(0)=-3.525885760784149;dx=-6.19494493141486E-8 Armijo: th(1.2633222820417982E8)=-1.649693876504898; dx=1.6525885829677452E-8 evalInputDelta=-1.876191884279251 New Minimum: -3.525885760784149 > -4.069878906011581 END: th(6.316611410208991E7)=-4.069878906011581; dx=1.3135982741571236E-9 evalInputDelta=0.5439931452274323 Fitness changed from -3.525885760784149 to -4.069878906011581 Iteration 5 complete. Error: -4.069878906011581 Total: 303.0625; Orientation: 7.6513; Line Search: 223.3603 Iteration 5 ![Iteration 5](etc/2d396e8b-2859-4226-b8ce-13a122fb9436.jpg) Adding measurement 5a9e88e2 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.667e+04, gradient 2.437e-04, dot -0.227; [6a336c06-c34d-421f-a8ba-9ca98b545618 = 1.000/1.000e+00] Orientation rejected. Popping history element from -4.069878906011581, -0.3819289356470108, 2.1199743151664734, 2.119974374771118 LBFGS Accumulation History: 3 points Removed measurement 5a9e88e2 to history. Total: 3 th(0)=-4.069878906011581;dx=-5.9255357367959975E-8 Armijo: th(1.360872674560547E8)=-0.9228672981262207; dx=2.4324931978691284E-8 evalInputDelta=-3.1470116078853607 New Minimum: -4.069878906011581 > -4.246248580515385 END: th(6.804363372802734E7)=-4.246248580515385; dx=7.68798520093977E-9 evalInputDelta=0.17636967450380325 Fitness changed from -4.069878906011581 to -4.246248580515385 Iteration 6 complete. Error: -4.246248580515385 Total: 290.6675; Orientation: 6.9898; Line Search: 212.2592 Adding measurement 76fbdff7 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 9.821e+03, gradient 2.549e-04, dot -0.128; [6a336c06-c34d-421f-a8ba-9ca98b545618 = 1.000/1.000e+00] Orientation rejected. Popping history element from -4.246248580515385, -0.3819289356470108, 2.1199743151664734, 2.119974374771118 LBFGS Accumulation History: 3 points Removed measurement 76fbdff7 to history. Total: 3 th(0)=-4.246248580515385;dx=-6.477323366733448E-8 Armijo: th(1.4659556493948564E8)=0.6100248545408249; dx=3.370736426275091E-8 evalInputDelta=-4.85627343505621 Armijo: th(7.329778246974282E7)=-4.091619983315468; dx=1.5839842606685166E-8 evalInputDelta=-0.15462859719991684 New Minimum: -4.246248580515385 > -5.2022655457258224 END: th(2.443259415658094E7)=-5.2022655457258224; dx=-2.272002716881257E-8 evalInputDelta=0.9560169652104378 Fitness changed from -4.246248580515385 to -5.2022655457258224 Iteration 7 complete. Error: -5.2022655457258224 Total: 361.9056; Orientation: 6.9949; Line Search: 281.9780 Adding measurement cbea1f8 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.522e+04, gradient 1.743e-04, dot -0.266; [6a336c06-c34d-421f-a8ba-9ca98b545618 = 1.000/1.000e+00] Orientation rejected. Popping history element from -5.2022655457258224, -0.3819289356470108, 2.1199743151664734, 2.119974374771118 LBFGS Accumulation History: 3 points Removed measurement cbea1f8 to history. Total: 3 th(0)=-5.2022655457258224;dx=-3.025050941645981E-8 New Minimum: -5.2022655457258224 > -5.585434056818485 END: th(5.2638428418408275E7)=-5.585434056818485; dx=-7.949674140028298E-9 evalInputDelta=0.3831685110926628 Fitness changed from -5.2022655457258224 to -5.585434056818485 Iteration 8 complete. Error: -5.585434056818485 Total: 219.2765; Orientation: 7.1749; Line Search: 143.1951 Adding measurement 1d717218 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.483e+04, gradient 1.906e-04, dot -0.231; [6a336c06-c34d-421f-a8ba-9ca98b545618 = 1.000/1.000e+00] Orientation rejected. Popping history element from -5.585434056818485, -0.3819289356470108, 2.1199743151664734, 2.119974374771118 LBFGS Accumulation History: 3 points Removed measurement 1d717218 to history. Total: 3 th(0)=-5.585434056818485;dx=-3.615229177471772E-8 Armijo: th(1.1340605621337894E8)=-4.4037768840789795; dx=7.442675148602401E-9 evalInputDelta=-1.1816571727395058 New Minimum: -5.585434056818485 > -5.6005358174443245 END: th(5.670302810668947E7)=-5.6005358174443245; dx=-4.2879654986210707E-10 evalInputDelta=0.015101760625839233 Fitness changed from -5.585434056818485 to -5.6005358174443245 Iteration 9 complete. Error: -5.6005358174443245 Total: 301.2781; Orientation: 7.0428; Line Search: 227.0161 Adding measurement 314b437f to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.292e+04, gradient 1.970e-04, dot -0.182; [6a336c06-c34d-421f-a8ba-9ca98b545618 = 1.000/1.000e+00] Orientation rejected. Popping history element from -5.6005358174443245, -0.3819289356470108, 2.1199743151664734, 2.119974374771118 LBFGS Accumulation History: 3 points Removed measurement 314b437f to history. Total: 3 th(0)=-5.6005358174443245;dx=-3.8630512532094114E-8 Armijo: th(1.2216297078290471E8)=-4.433096192777157; dx=1.0165870726975152E-8 evalInputDelta=-1.1674396246671677 New Minimum: -5.6005358174443245 > -5.818886764347553 END: th(6.108148539145236E7)=-5.818886764347553; dx=6.811509926840496E-10 evalInputDelta=0.21835094690322876 Fitness changed from -5.6005358174443245 to -5.818886764347553 Iteration 10 complete. Error: -5.818886764347553 Total: 292.4506; Orientation: 6.9407; Line Search: 215.4352 Iteration 10 ![Iteration 10](etc/f94f972b-26c9-461e-980a-16294e07f77e.jpg) Final threshold in iteration 11: -5.818886764347553 (> -Infinity) after 4852.453s (< 5400.000s)