Reset training subject: 4228987022978 Reset training subject: 4228995323606 Adding measurement 6e1a9dba to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD Non-optimal measurement 1.9743119500970525 < 1.9743119500970525. Total: 1 th(0)=1.9743119500970525;dx=-1606.3692576195074 Adding measurement 45a8bf1c to history. Total: 1 New Minimum: 1.9743119500970525 > 1.7057421230205698 END: th(2.154434690031884)=1.7057421230205698; dx=-0.028914023653969216 evalInputDelta=0.2685698270764827 Fitness changed from 1.9743119500970525 to 1.7057421230205698 Iteration 1 complete. Error: 1.7057421230205698 Total: 0.1492; Orientation: 0.0191; Line Search: 0.0461 Non-optimal measurement 1.7057421230205698 < 1.7057421230205698. Total: 2 LBFGS Accumulation History: 2 points Non-optimal measurement 1.7057421230205698 < 1.7057421230205698. Total: 2 th(0)=1.7057421230205698;dx=-5.709461465987502 Adding measurement 44aa53ec to history. Total: 2 New Minimum: 1.7057421230205698 > 1.6413426193805818 END: th(4.641588833612779)=1.6413426193805818; dx=-0.004439874023207853 evalInputDelta=0.06439950363998803 Fitness changed from 1.7057421230205698 to 1.6413426193805818 Iteration 2 complete. Error: 1.6413426193805818 Total: 0.1974; Orientation: 0.0227; Line Search: 0.1636 Non-optimal measurement 1.6413426193805818 < 1.6413426193805818. Total: 3 LBFGS Accumulation History: 3 points Non-optimal measurement 1.6413426193805818 < 1.6413426193805818. Total: 3 th(0)=1.6413426193805818;dx=-3.53603453299379 Adding measurement 366a6b50 to history. Total: 3 New Minimum: 1.6413426193805818 > 1.5667804346759415 END: th(10.000000000000002)=1.5667804346759415; dx=-0.006737690956850565 evalInputDelta=0.07456218470464027 Fitness changed from 1.6413426193805818 to 1.5667804346759415 Iteration 3 complete. Error: 1.5667804346759415 Total: 0.0692; Orientation: 0.0135; Line Search: 0.0424 Non-optimal measurement 1.5667804346759415 < 1.5667804346759415. Total: 4 Rejected: LBFGS Orientation magnitude: 3.566e-01, gradient 1.541e-01, dot -0.942; [908aceef-4ab0-4535-9f27-c6a340a9cddf = 1.000/1.000e+00, 5d93da0c-a8ad-4d2f-a099-ac890683bfc8 = 1.000/1.000e+00, 39e2fc8d-c85c-46a2-89f6-56c46aa89a2b = 1.000/1.000e+00, 1e6459cf-0b2e-4ee9-a4dd-3f15d3064b80 = 1.000/1.000e+00, a2bca0de-db46-4278-bfab-b2db8877cd4c = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.5667804346759415, 1.6413426193805818, 1.7057421230205698, 1.9743119500970525 LBFGS Accumulation History: 3 points Removed measurement 366a6b50 to history. Total: 3 Adding measurement 744a4618 to history. Total: 3 th(0)=1.5667804346759415;dx=-0.02375363504332467 Adding measurement 706e47d1 to history. Total: 4 New Minimum: 1.5667804346759415 > 1.4809047283063945 END: th(21.544346900318843)=1.4809047283063945; dx=-0.0031453975340821824 evalInputDelta=0.085875706369547 Fitness changed from 1.5667804346759415 to 1.4809047283063945 Iteration 4 complete. Error: 1.4809047283063945 Total: 0.8050; Orientation: 0.6034; Line Search: 0.1916 Non-optimal measurement 1.4809047283063945 < 1.4809047283063945. Total: 5 Rejected: LBFGS Orientation magnitude: 7.792e-01, gradient 1.081e-01, dot -0.510; [908aceef-4ab0-4535-9f27-c6a340a9cddf = 1.000/1.000e+00, 5d93da0c-a8ad-4d2f-a099-ac890683bfc8 = 1.000/1.000e+00, 1e6459cf-0b2e-4ee9-a4dd-3f15d3064b80 = 1.000/1.000e+00, a2bca0de-db46-4278-bfab-b2db8877cd4c = 1.000/1.000e+00, 39e2fc8d-c85c-46a2-89f6-56c46aa89a2b = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.4809047283063945, 1.5667804346759415, 1.6413426193805818, 1.7057421230205698, 1.9743119500970525 Rejected: LBFGS Orientation magnitude: 8.769e-01, gradient 1.081e-01, dot -0.568; [908aceef-4ab0-4535-9f27-c6a340a9cddf = 1.000/1.000e+00, a2bca0de-db46-4278-bfab-b2db8877cd4c = 1.000/1.000e+00, 5d93da0c-a8ad-4d2f-a099-ac890683bfc8 = 1.000/1.000e+00, 39e2fc8d-c85c-46a2-89f6-56c46aa89a2b = 1.000/1.000e+00, 1e6459cf-0b2e-4ee9-a4dd-3f15d3064b80 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.4809047283063945, 1.5667804346759415, 1.6413426193805818, 1.7057421230205698 LBFGS Accumulation History: 3 points Removed measurement 706e47d1 to history. Total: 4 Removed measurement 744a4618 to history. Total: 3 Adding measurement 773ebb7b to history. Total: 3 th(0)=1.4809047283063945;dx=-0.01167979459700349 Adding measurement 45eac36d to history. Total: 4 New Minimum: 1.4809047283063945 > 1.3780347277380751 END: th(46.4158883361278)=1.3780347277380751; dx=-0.008439348856899368 evalInputDelta=0.10287000056831941 Fitness changed from 1.4809047283063945 to 1.3780347277380751 Iteration 5 complete. Error: 1.3780347277380751 Total: 1.7532; Orientation: 1.6152; Line Search: 0.1283 Non-optimal measurement 1.3780347277380751 < 1.3780347277380751. Total: 5 Rejected: LBFGS Orientation magnitude: 7.641e+03, gradient 5.411e+00, dot -0.020; [a2bca0de-db46-4278-bfab-b2db8877cd4c = 1.000/1.000e+00, 908aceef-4ab0-4535-9f27-c6a340a9cddf = 1.000/1.000e+00, 39e2fc8d-c85c-46a2-89f6-56c46aa89a2b = 1.000/1.000e+00, 5d93da0c-a8ad-4d2f-a099-ac890683bfc8 = 1.000/1.000e+00, 1e6459cf-0b2e-4ee9-a4dd-3f15d3064b80 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.3780347277380751, 1.4809047283063945, 1.6413426193805818, 1.7057421230205698, 1.9743119500970525 Rejected: LBFGS Orientation magnitude: 1.020e+04, gradient 5.411e+00, dot -0.020; [908aceef-4ab0-4535-9f27-c6a340a9cddf = 1.000/1.000e+00, a2bca0de-db46-4278-bfab-b2db8877cd4c = 1.000/1.000e+00, 1e6459cf-0b2e-4ee9-a4dd-3f15d3064b80 = 1.000/1.000e+00, 5d93da0c-a8ad-4d2f-a099-ac890683bfc8 = 1.000/1.000e+00, 39e2fc8d-c85c-46a2-89f6-56c46aa89a2b = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.3780347277380751, 1.4809047283063945, 1.6413426193805818, 1.7057421230205698 LBFGS Accumulation History: 3 points Removed measurement 45eac36d to history. Total: 4 Removed measurement 773ebb7b to history. Total: 3 Adding measurement 79ce989d to history. Total: 3 th(0)=1.3780347277380751;dx=-29.28056826034909 Adding measurement 37c7aaa4 to history. Total: 4 New Minimum: 1.3780347277380751 > 1.2705408038420904 END: th(100.00000000000003)=1.2705408038420904; dx=-0.0011029316710938933 evalInputDelta=0.10749392389598467 Fitness changed from 1.3780347277380751 to 1.2705408038420904 Iteration 6 complete. Error: 1.2705408038420904 Total: 2.5719; Orientation: 2.3396; Line Search: 0.2241 Non-optimal measurement 1.2705408038420904 < 1.2705408038420904. Total: 5 Rejected: LBFGS Orientation magnitude: 1.103e+01, gradient 7.044e-01, dot -0.147; [5d93da0c-a8ad-4d2f-a099-ac890683bfc8 = 1.000/1.000e+00, 39e2fc8d-c85c-46a2-89f6-56c46aa89a2b = 1.000/1.000e+00, 1e6459cf-0b2e-4ee9-a4dd-3f15d3064b80 = 1.000/1.000e+00, a2bca0de-db46-4278-bfab-b2db8877cd4c = 1.000/1.000e+00, 908aceef-4ab0-4535-9f27-c6a340a9cddf = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.2705408038420904, 1.3780347277380751, 1.6413426193805818, 1.7057421230205698, 1.9743119500970525 Rejected: LBFGS Orientation magnitude: 1.136e+01, gradient 7.044e-01, dot -0.187; [39e2fc8d-c85c-46a2-89f6-56c46aa89a2b = 1.000/1.000e+00, 908aceef-4ab0-4535-9f27-c6a340a9cddf = 1.000/1.000e+00, a2bca0de-db46-4278-bfab-b2db8877cd4c = 1.000/1.000e+00, 5d93da0c-a8ad-4d2f-a099-ac890683bfc8 = 1.000/1.000e+00, 1e6459cf-0b2e-4ee9-a4dd-3f15d3064b80 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.2705408038420904, 1.3780347277380751, 1.6413426193805818, 1.7057421230205698 LBFGS Accumulation History: 3 points Removed measurement 37c7aaa4 to history. Total: 4 Removed measurement 79ce989d to history. Total: 3 Adding measurement 52489cee to history. Total: 3 th(0)=1.2705408038420904;dx=-0.4961158236329222 Adding measurement 406853ad to history. Total: 4 New Minimum: 1.2705408038420904 > 1.1511241140996145 END: th(215.44346900318845)=1.1511241140996145; dx=-0.0011256707464330034 evalInputDelta=0.11941668974247599 Fitness changed from 1.2705408038420904 to 1.1511241140996145 Iteration 7 complete. Error: 1.1511241140996145 Total: 2.2577; Orientation: 2.1286; Line Search: 0.1207 Non-optimal measurement 1.1511241140996145 < 1.1511241140996145. Total: 5 Rejected: LBFGS Orientation magnitude: 9.320e+01, gradient 1.590e+00, dot -0.037; [1e6459cf-0b2e-4ee9-a4dd-3f15d3064b80 = 1.000/1.000e+00, 908aceef-4ab0-4535-9f27-c6a340a9cddf = 1.000/1.000e+00, a2bca0de-db46-4278-bfab-b2db8877cd4c = 1.000/1.000e+00, 5d93da0c-a8ad-4d2f-a099-ac890683bfc8 = 1.000/1.000e+00, 39e2fc8d-c85c-46a2-89f6-56c46aa89a2b = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.1511241140996145, 1.2705408038420904, 1.6413426193805818, 1.7057421230205698, 1.9743119500970525 Rejected: LBFGS Orientation magnitude: 1.205e+02, gradient 1.590e+00, dot -0.038; [5d93da0c-a8ad-4d2f-a099-ac890683bfc8 = 1.000/1.000e+00, 1e6459cf-0b2e-4ee9-a4dd-3f15d3064b80 = 1.000/1.000e+00, 908aceef-4ab0-4535-9f27-c6a340a9cddf = 1.000/1.000e+00, a2bca0de-db46-4278-bfab-b2db8877cd4c = 1.000/1.000e+00, 39e2fc8d-c85c-46a2-89f6-56c46aa89a2b = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.1511241140996145, 1.2705408038420904, 1.6413426193805818, 1.7057421230205698 LBFGS Accumulation History: 3 points Removed measurement 406853ad to history. Total: 4 Removed measurement 52489cee to history. Total: 3 Adding measurement cbd833d to history. Total: 3 th(0)=1.1511241140996145;dx=-2.5292830595969384 Adding measurement 7b149d76 to history. Total: 4 New Minimum: 1.1511241140996145 > 1.043576878453147 END: th(464.1588833612781)=1.043576878453147; dx=-6.709169177749346E-5 evalInputDelta=0.10754723564646751 Fitness changed from 1.1511241140996145 to 1.043576878453147 Iteration 8 complete. Error: 1.043576878453147 Total: 2.9567; Orientation: 2.6361; Line Search: 0.1922 Non-optimal measurement 1.043576878453147 < 1.043576878453147. Total: 5 Rejected: LBFGS Orientation magnitude: 8.982e+01, gradient 8.154e-01, dot -0.020; [5d93da0c-a8ad-4d2f-a099-ac890683bfc8 = 1.000/1.000e+00, 39e2fc8d-c85c-46a2-89f6-56c46aa89a2b = 1.000/1.000e+00, 1e6459cf-0b2e-4ee9-a4dd-3f15d3064b80 = 1.000/1.000e+00, a2bca0de-db46-4278-bfab-b2db8877cd4c = 1.000/1.000e+00, 908aceef-4ab0-4535-9f27-c6a340a9cddf = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.043576878453147, 1.1511241140996145, 1.6413426193805818, 1.7057421230205698, 1.9743119500970525 Rejected: LBFGS Orientation magnitude: 9.723e+01, gradient 8.154e-01, dot -0.024; [5d93da0c-a8ad-4d2f-a099-ac890683bfc8 = 1.000/1.000e+00, 39e2fc8d-c85c-46a2-89f6-56c46aa89a2b = 1.000/1.000e+00, 908aceef-4ab0-4535-9f27-c6a340a9cddf = 1.000/1.000e+00, a2bca0de-db46-4278-bfab-b2db8877cd4c = 1.000/1.000e+00, 1e6459cf-0b2e-4ee9-a4dd-3f15d3064b80 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.043576878453147, 1.1511241140996145, 1.6413426193805818, 1.7057421230205698 LBFGS Accumulation History: 3 points Removed measurement 7b149d76 to history. Total: 4 Removed measurement cbd833d to history. Total: 3 Adding measurement 3b19a611 to history. Total: 3 th(0)=1.043576878453147;dx=-0.6648918949763938 Adding measurement 34ada945 to history. Total: 4 New Minimum: 1.043576878453147 > 0.9850858226415122 WOLF (strong): th(1000.0000000000005)=0.9850858226415122; dx=0.002218731987504415 evalInputDelta=0.05849105581163472 Non-optimal measurement 0.9877337032347944 < 0.9850858226415122. Total: 5 END: th(500.0000000000002)=0.9877337032347944; dx=-5.780226813978425E-4 evalInputDelta=0.05584317521835258 Fitness changed from 1.043576878453147 to 0.9850858226415122 Iteration 9 complete. Error: 0.9850858226415122 Total: 1.9724; Orientation: 1.9232; Line Search: 0.0409 Non-optimal measurement 0.9850858226415122 < 0.9850858226415122. Total: 5 Rejected: LBFGS Orientation magnitude: 1.264e+04, gradient 1.639e+01, dot -0.003; [a2bca0de-db46-4278-bfab-b2db8877cd4c = 1.000/1.000e+00, 39e2fc8d-c85c-46a2-89f6-56c46aa89a2b = 1.000/1.000e+00, 1e6459cf-0b2e-4ee9-a4dd-3f15d3064b80 = 1.000/1.000e+00, 5d93da0c-a8ad-4d2f-a099-ac890683bfc8 = 1.000/1.000e+00, 908aceef-4ab0-4535-9f27-c6a340a9cddf = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.9850858226415122, 1.043576878453147, 1.6413426193805818, 1.7057421230205698, 1.9743119500970525 Rejected: LBFGS Orientation magnitude: 1.714e+04, gradient 1.639e+01, dot -0.003; [39e2fc8d-c85c-46a2-89f6-56c46aa89a2b = 1.000/1.000e+00, 5d93da0c-a8ad-4d2f-a099-ac890683bfc8 = 1.000/1.000e+00, 1e6459cf-0b2e-4ee9-a4dd-3f15d3064b80 = 1.000/1.000e+00, a2bca0de-db46-4278-bfab-b2db8877cd4c = 1.000/1.000e+00, 908aceef-4ab0-4535-9f27-c6a340a9cddf = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.9850858226415122, 1.043576878453147, 1.6413426193805818, 1.7057421230205698 LBFGS Accumulation History: 3 points Removed measurement 34ada945 to history. Total: 4 Removed measurement 3b19a611 to history. Total: 3 Adding measurement 5d0261f3 to history. Total: 3 th(0)=0.9850858226415122;dx=-268.69378804096857 Non-optimal measurement 1.0177012435820543 < 0.9850858226415122. Total: 4 Armijo: th(1077.2173450159423)=1.0177012435820543; dx=0.0017228146813326522 evalInputDelta=-0.03261542094054204 Adding measurement 5febbe63 to history. Total: 4 New Minimum: 0.9850858226415122 > 0.9838945228884093 Armijo: th(538.6086725079712)=0.9838945228884093; dx=0.006185426011931313 evalInputDelta=0.0011912997531029479 Adding measurement 2fc88f3d to history. Total: 5 New Minimum: 0.9838945228884093 > 0.9685389211509416 Armijo: th(179.53622416932373)=0.9685389211509416; dx=9.194369066515513E-4 evalInputDelta=0.016546901490570587 Non-optimal measurement 0.9686586354927889 < 0.9685389211509416. Total: 6 WOLF (strong): th(44.88405604233093)=0.9686586354927889; dx=0.0035405811990372148 evalInputDelta=0.016427187148723377 Adding measurement 5b27e7f0 to history. Total: 6 New Minimum: 0.9685389211509416 > 0.9659680357314896 END: th(8.976811208466186)=0.9659680357314896; dx=-1.4292223281004349E-4 evalInputDelta=0.01911778691002264 Fitness changed from 0.9850858226415122 to 0.9659680357314896 Iteration 10 complete. Error: 0.9659680357314896 Total: 3.1501; Orientation: 2.5560; Line Search: 0.5750 Non-optimal measurement 0.9659680357314896 < 0.9659680357314896. Total: 7 Rejected: LBFGS Orientation magnitude: 1.402e+04, gradient 4.983e-02, dot -0.002; [39e2fc8d-c85c-46a2-89f6-56c46aa89a2b = 1.000/1.000e+00, 1e6459cf-0b2e-4ee9-a4dd-3f15d3064b80 = 1.000/1.000e+00, 5d93da0c-a8ad-4d2f-a099-ac890683bfc8 = 1.000/1.000e+00, 908aceef-4ab0-4535-9f27-c6a340a9cddf = 1.000/1.000e+00, a2bca0de-db46-4278-bfab-b2db8877cd4c = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.9659680357314896, 0.9685389211509416, 0.9838945228884093, 0.9850858226415122, 1.6413426193805818, 1.7057421230205698, 1.9743119500970525 Rejected: LBFGS Orientation magnitude: 1.405e+04, gradient 4.983e-02, dot -0.002; [5d93da0c-a8ad-4d2f-a099-ac890683bfc8 = 1.000/1.000e+00, 39e2fc8d-c85c-46a2-89f6-56c46aa89a2b = 1.000/1.000e+00, 908aceef-4ab0-4535-9f27-c6a340a9cddf = 1.000/1.000e+00, 1e6459cf-0b2e-4ee9-a4dd-3f15d3064b80 = 1.000/1.000e+00, a2bca0de-db46-4278-bfab-b2db8877cd4c = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.9659680357314896, 0.9685389211509416, 0.9838945228884093, 0.9850858226415122, 1.6413426193805818, 1.7057421230205698 Rejected: LBFGS Orientation magnitude: 1.370e+04, gradient 4.983e-02, dot -0.002; [5d93da0c-a8ad-4d2f-a099-ac890683bfc8 = 1.000/1.000e+00, 908aceef-4ab0-4535-9f27-c6a340a9cddf = 1.000/1.000e+00, a2bca0de-db46-4278-bfab-b2db8877cd4c = 1.000/1.000e+00, 39e2fc8d-c85c-46a2-89f6-56c46aa89a2b = 1.000/1.000e+00, 1e6459cf-0b2e-4ee9-a4dd-3f15d3064b80 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.9659680357314896, 0.9685389211509416, 0.9838945228884093, 0.9850858226415122, 1.6413426193805818 Rejected: LBFGS Orientation magnitude: 1.266e+01, gradient 4.983e-02, dot -1.000; [908aceef-4ab0-4535-9f27-c6a340a9cddf = 1.000/1.000e+00, 1e6459cf-0b2e-4ee9-a4dd-3f15d3064b80 = 1.000/1.000e+00, 39e2fc8d-c85c-46a2-89f6-56c46aa89a2b = 1.000/1.000e+00, 5d93da0c-a8ad-4d2f-a099-ac890683bfc8 = 1.000/1.000e+00, a2bca0de-db46-4278-bfab-b2db8877cd4c = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.9659680357314896, 0.9685389211509416, 0.9838945228884093, 0.9850858226415122 LBFGS Accumulation History: 3 points Removed measurement 5b27e7f0 to history. Total: 6 Removed measurement 2fc88f3d to history. Total: 5 Removed measurement 5febbe63 to history. Total: 4 Removed measurement 5d0261f3 to history. Total: 3 Adding measurement 5248b428 to history. Total: 3 th(0)=0.9659680357314896;dx=-0.002482933089200057 Adding measurement 153944db to history. Total: 4 New Minimum: 0.9659680357314896 > 0.9556739224780545 END: th(19.33995347338659)=0.9556739224780545; dx=-5.737110892782212E-4 evalInputDelta=0.0102941132534351 Fitness changed from 0.9659680357314896 to 0.9556739224780545 Iteration 11 complete. Error: 0.9556739224780545 Total: 5.1641; Orientation: 4.9774; Line Search: 0.1790 Non-optimal measurement 0.9556739224780545 < 0.9556739224780545. Total: 5 Rejected: LBFGS Orientation magnitude: 1.042e+01, gradient 1.093e-01, dot -0.042; [a2bca0de-db46-4278-bfab-b2db8877cd4c = 1.000/1.000e+00, 5d93da0c-a8ad-4d2f-a099-ac890683bfc8 = 1.000/1.000e+00, 39e2fc8d-c85c-46a2-89f6-56c46aa89a2b = 1.000/1.000e+00, 908aceef-4ab0-4535-9f27-c6a340a9cddf = 1.000/1.000e+00, 1e6459cf-0b2e-4ee9-a4dd-3f15d3064b80 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.9556739224780545, 0.9659680357314896, 1.6413426193805818, 1.7057421230205698, 1.9743119500970525 Rejected: LBFGS Orientation magnitude: 1.133e+01, gradient 1.093e-01, dot -0.051; [5d93da0c-a8ad-4d2f-a099-ac890683bfc8 = 1.000/1.000e+00, 39e2fc8d-c85c-46a2-89f6-56c46aa89a2b = 1.000/1.000e+00, 908aceef-4ab0-4535-9f27-c6a340a9cddf = 1.000/1.000e+00, 1e6459cf-0b2e-4ee9-a4dd-3f15d3064b80 = 1.000/1.000e+00, a2bca0de-db46-4278-bfab-b2db8877cd4c = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.9556739224780545, 0.9659680357314896, 1.6413426193805818, 1.7057421230205698 LBFGS Accumulation History: 3 points Removed measurement 153944db to history. Total: 4 Removed measurement 5248b428 to history. Total: 3 Adding measurement 7eb1bec8 to history. Total: 3 th(0)=0.9556739224780545;dx=-0.011954882512255328 Adding measurement 18f99459 to history. Total: 4 New Minimum: 0.9556739224780545 > 0.9453994298011681 WOLFE (weak): th(41.66666666666669)=0.9453994298011681; dx=-0.013559917790188005 evalInputDelta=0.010274492676886404 Adding measurement fb15c35 to history. Total: 5 New Minimum: 0.9453994298011681 > 0.9356675689202639 END: th(83.33333333333339)=0.9356675689202639; dx=-0.00536746832657548 evalInputDelta=0.020006353557790568 Fitness changed from 0.9556739224780545 to 0.9356675689202639 Iteration 12 complete. Error: 0.9356675689202639 Total: 1.7910; Orientation: 1.6026; Line Search: 0.1575 Non-optimal measurement 0.9356675689202639 < 0.9356675689202639. Total: 6 Rejected: LBFGS Orientation magnitude: 5.060e+05, gradient 6.441e+00, dot -0.002; [908aceef-4ab0-4535-9f27-c6a340a9cddf = 1.000/1.000e+00, 1e6459cf-0b2e-4ee9-a4dd-3f15d3064b80 = 1.000/1.000e+00, 5d93da0c-a8ad-4d2f-a099-ac890683bfc8 = 1.000/1.000e+00, 39e2fc8d-c85c-46a2-89f6-56c46aa89a2b = 1.000/1.000e+00, a2bca0de-db46-4278-bfab-b2db8877cd4c = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.9356675689202639, 0.9453994298011681, 0.9556739224780545, 1.6413426193805818, 1.7057421230205698, 1.9743119500970525 Rejected: LBFGS Orientation magnitude: 6.757e+05, gradient 6.441e+00, dot -0.002; [908aceef-4ab0-4535-9f27-c6a340a9cddf = 1.000/1.000e+00, 5d93da0c-a8ad-4d2f-a099-ac890683bfc8 = 1.000/1.000e+00, 39e2fc8d-c85c-46a2-89f6-56c46aa89a2b = 1.000/1.000e+00, 1e6459cf-0b2e-4ee9-a4dd-3f15d3064b80 = 1.000/1.000e+00, a2bca0de-db46-4278-bfab-b2db8877cd4c = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.9356675689202639, 0.9453994298011681, 0.9556739224780545, 1.6413426193805818, 1.7057421230205698 Rejected: LBFGS Orientation magnitude: 2.550e+06, gradient 6.441e+00, dot -0.002; [39e2fc8d-c85c-46a2-89f6-56c46aa89a2b = 1.000/1.000e+00, 5d93da0c-a8ad-4d2f-a099-ac890683bfc8 = 1.000/1.000e+00, 1e6459cf-0b2e-4ee9-a4dd-3f15d3064b80 = 1.000/1.000e+00, a2bca0de-db46-4278-bfab-b2db8877cd4c = 1.000/1.000e+00, 908aceef-4ab0-4535-9f27-c6a340a9cddf = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.9356675689202639, 0.9453994298011681, 0.9556739224780545, 1.6413426193805818 LBFGS Accumulation History: 3 points Removed measurement fb15c35 to history. Total: 5 Removed measurement 18f99459 to history. Total: 4 Removed measurement 7eb1bec8 to history. Total: 3 Adding measurement 67045b4 to history. Total: 3 th(0)=0.9356675689202639;dx=-41.48278383797709 Adding measurement 4a9b3797 to history. Total: 4 New Minimum: 0.9356675689202639 > 0.8924715592756283 END: th(179.53622416932376)=0.8924715592756283; dx=-6.652865007505832E-5 evalInputDelta=0.04319600964463566 Fitness changed from 0.9356675689202639 to 0.8924715592756283 Iteration 13 complete. Error: 0.8924715592756283 Total: 3.8828; Orientation: 3.7443; Line Search: 0.1304 Non-optimal measurement 0.8924715592756283 < 0.8924715592756283. Total: 5 Rejected: LBFGS Orientation magnitude: 7.719e+02, gradient 2.223e-01, dot -0.001; [5d93da0c-a8ad-4d2f-a099-ac890683bfc8 = 1.000/1.000e+00, 1e6459cf-0b2e-4ee9-a4dd-3f15d3064b80 = 1.000/1.000e+00, a2bca0de-db46-4278-bfab-b2db8877cd4c = 1.000/1.000e+00, 908aceef-4ab0-4535-9f27-c6a340a9cddf = 1.000/1.000e+00, 39e2fc8d-c85c-46a2-89f6-56c46aa89a2b = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.8924715592756283, 0.9356675689202639, 1.6413426193805818, 1.7057421230205698, 1.9743119500970525 Rejected: LBFGS Orientation magnitude: 7.733e+02, gradient 2.223e-01, dot -0.001; [a2bca0de-db46-4278-bfab-b2db8877cd4c = 1.000/1.000e+00, 908aceef-4ab0-4535-9f27-c6a340a9cddf = 1.000/1.000e+00, 39e2fc8d-c85c-46a2-89f6-56c46aa89a2b = 1.000/1.000e+00, 1e6459cf-0b2e-4ee9-a4dd-3f15d3064b80 = 1.000/1.000e+00, 5d93da0c-a8ad-4d2f-a099-ac890683bfc8 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.8924715592756283, 0.9356675689202639, 1.6413426193805818, 1.7057421230205698 LBFGS Accumulation History: 3 points Removed measurement 4a9b3797 to history. Total: 4 Removed measurement 67045b4 to history. Total: 3 Adding measurement 1bf2390b to history. Total: 3 th(0)=0.8924715592756283;dx=-0.04942799163342897 Adding measurement 57308ef8 to history. Total: 4 New Minimum: 0.8924715592756283 > 0.8864074512624992 WOLF (strong): th(386.79906946773184)=0.8864074512624992; dx=8.498716114134075E-4 evalInputDelta=0.006064108013129066 Adding measurement 5b3e2af3 to history. Total: 5 New Minimum: 0.8864074512624992 > 0.8744114401326094 WOLF (strong): th(193.39953473386592)=0.8744114401326094; dx=0.0010891184236647364 evalInputDelta=0.01806011914301886 Non-optimal measurement 0.876602826272569 < 0.8744114401326094. Total: 6 WOLF (strong): th(64.4665115779553)=0.876602826272569; dx=1.7979035805720605E-4 evalInputDelta=0.015868733003059243 Non-optimal measurement 0.8838187581834538 < 0.8744114401326094. Total: 6 END: th(16.116627894488825)=0.8838187581834538; dx=-0.020175196432269824 evalInputDelta=0.008652801092174478 Fitness changed from 0.8924715592756283 to 0.8744114401326094 Iteration 14 complete. Error: 0.8744114401326094 Total: 2.9373; Orientation: 2.5872; Line Search: 0.3420 Non-optimal measurement 0.8744114401326094 < 0.8744114401326094. Total: 6 Rejected: LBFGS Orientation magnitude: 5.505e+01, gradient 1.362e+00, dot -0.054; [39e2fc8d-c85c-46a2-89f6-56c46aa89a2b = 1.000/1.000e+00, a2bca0de-db46-4278-bfab-b2db8877cd4c = 1.000/1.000e+00, 5d93da0c-a8ad-4d2f-a099-ac890683bfc8 = 1.000/1.000e+00, 1e6459cf-0b2e-4ee9-a4dd-3f15d3064b80 = 1.000/1.000e+00, 908aceef-4ab0-4535-9f27-c6a340a9cddf = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.8744114401326094, 0.8864074512624992, 0.8924715592756283, 1.6413426193805818, 1.7057421230205698, 1.9743119500970525 Rejected: LBFGS Orientation magnitude: 5.868e+01, gradient 1.362e+00, dot -0.067; [39e2fc8d-c85c-46a2-89f6-56c46aa89a2b = 1.000/1.000e+00, 1e6459cf-0b2e-4ee9-a4dd-3f15d3064b80 = 1.000/1.000e+00, 908aceef-4ab0-4535-9f27-c6a340a9cddf = 1.000/1.000e+00, 5d93da0c-a8ad-4d2f-a099-ac890683bfc8 = 1.000/1.000e+00, a2bca0de-db46-4278-bfab-b2db8877cd4c = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.8744114401326094, 0.8864074512624992, 0.8924715592756283, 1.6413426193805818, 1.7057421230205698 Rejected: LBFGS Orientation magnitude: 9.718e+01, gradient 1.362e+00, dot -0.149; [39e2fc8d-c85c-46a2-89f6-56c46aa89a2b = 1.000/1.000e+00, a2bca0de-db46-4278-bfab-b2db8877cd4c = 1.000/1.000e+00, 1e6459cf-0b2e-4ee9-a4dd-3f15d3064b80 = 1.000/1.000e+00, 5d93da0c-a8ad-4d2f-a099-ac890683bfc8 = 1.000/1.000e+00, 908aceef-4ab0-4535-9f27-c6a340a9cddf = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.8744114401326094, 0.8864074512624992, 0.8924715592756283, 1.6413426193805818 LBFGS Accumulation History: 3 points Removed measurement 5b3e2af3 to history. Total: 5 Removed measurement 57308ef8 to history. Total: 4 Removed measurement 1bf2390b to history. Total: 3 Adding measurement 31329e96 to history. Total: 3 th(0)=0.8744114401326094;dx=-1.8562504269959237 Adding measurement 33f2b457 to history. Total: 4 New Minimum: 0.8744114401326094 > 0.8703339278050702 WOLF (strong): th(34.72222222222224)=0.8703339278050702; dx=0.14143232690710889 evalInputDelta=0.004077512327539168 Adding measurement 591de976 to history. Total: 5 New Minimum: 0.8703339278050702 > 0.8683763106665164 WOLF (strong): th(17.36111111111112)=0.8683763106665164; dx=9.310633500979024E-4 evalInputDelta=0.00603512946609297 Adding measurement d088d06 to history. Total: 6 New Minimum: 0.8683763106665164 > 0.8681748610604995 END: th(5.787037037037041)=0.8681748610604995; dx=-2.315929389540735E-4 evalInputDelta=0.006236579072109949 Fitness changed from 0.8744114401326094 to 0.8681748610604995 Iteration 15 complete. Error: 0.8681748610604995 Total: 4.1462; Orientation: 3.6131; Line Search: 0.4535 Final threshold in iteration 15: 0.8681748610604995 (> 0.0) after 33.805s (< 30.000s)