Reset training subject: 1295202097153 Reset training subject: 1298394434527 Adding measurement 48ca57cb to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=11.78841844201088;dx=-1.4200067752343383E-7 New Minimum: 11.78841844201088 > 11.788418091833591 WOLFE (weak): th(2.154434690031884)=11.788418091833591; dx=-1.4170457687992856E-7 evalInputDelta=3.501772880554199E-7 New Minimum: 11.788418091833591 > 11.788417033851147 WOLFE (weak): th(4.308869380063768)=11.788417033851147; dx=-1.4163532909844425E-7 evalInputDelta=1.4081597328186035E-6 New Minimum: 11.788417033851147 > 11.788414642214775 WOLFE (weak): th(12.926608140191302)=11.788414642214775; dx=-1.419219570390668E-7 evalInputDelta=3.7997961044311523E-6 New Minimum: 11.788414642214775 > 11.78840110450983 WOLFE (weak): th(51.70643256076521)=11.78840110450983; dx=-1.4135864371016618E-7 evalInputDelta=1.7337501049041748E-5 New Minimum: 11.78840110450983 > 11.788330741226673 WOLFE (weak): th(258.53216280382605)=11.788330741226673; dx=-1.4184157666539288E-7 evalInputDelta=8.770078420639038E-5 New Minimum: 11.788330741226673 > 11.787889748811722 WOLFE (weak): th(1551.1929768229563)=11.787889748811722; dx=-1.418630753308062E-7 evalInputDelta=5.286931991577148E-4 New Minimum: 11.787889748811722 > 11.784717909991741 WOLFE (weak): th(10858.350837760694)=11.784717909991741; dx=-1.418854492142667E-7 evalInputDelta=0.003700532019138336 New Minimum: 11.784717909991741 > 11.758892245590687 WOLFE (weak): th(86866.80670208555)=11.758892245590687; dx=-1.4082557915323922E-7 evalInputDelta=0.02952619642019272 New Minimum: 11.758892245590687 > 11.52491344511509 WOLFE (weak): th(781801.26031877)=11.52491344511509; dx=-1.3616025673464414E-7 evalInputDelta=0.2635049968957901 New Minimum: 11.52491344511509 > 9.598679721355438 END: th(7818012.6031877)=9.598679721355438; dx=-7.216498844571082E-8 evalInputDelta=2.1897387206554413 Fitness changed from 11.78841844201088 to 9.598679721355438 Iteration 1 complete. Error: 9.598679721355438 Total: 40.4359; Orientation: 0.0084; Line Search: 30.8002 Iteration 1 ![Iteration 1](etc/fe3745f9-6898-4c40-b0b8-91247fe530b2.jpg) Adding measurement 57a655ef to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=9.598679721355438;dx=-1.4305576549181576E-7 New Minimum: 9.598679721355438 > 6.553332269191742 END: th(1.684339755941405E7)=6.553332269191742; dx=-4.162392750317222E-8 evalInputDelta=3.0453474521636963 Fitness changed from 9.598679721355438 to 6.553332269191742 Iteration 2 complete. Error: 6.553332269191742 Total: 7.9004; Orientation: 0.0064; Line Search: 5.2137 Iteration 2 ![Iteration 2](etc/13f4bd04-d27f-494d-a1ad-161f35ca1c68.jpg) Adding measurement 666057f8 to history. Total: 2 LBFGS Accumulation History: 3 points th(0)=6.553332269191742;dx=-8.786603895684195E-8 New Minimum: 6.553332269191742 > 4.272608384490013 END: th(3.6288E7)=4.272608384490013; dx=-1.2695116637165041E-8 evalInputDelta=2.280723884701729 Fitness changed from 6.553332269191742 to 4.272608384490013 Iteration 3 complete. Error: 4.272608384490013 Total: 8.3875; Orientation: 0.0062; Line Search: 5.5753 Iteration 3 ![Iteration 3](etc/1ff7505f-a327-413c-a721-021b25eae13e.jpg) Adding measurement 4c90766e to history. Total: 3 Rejected: LBFGS Orientation magnitude: 1.355e+04, gradient 2.783e-04, dot -0.306; [fa45d459-1c47-4700-89bb-afd7fe470bf5 = 1.000/1.000e+00] Orientation rejected. Popping history element from 4.272608384490013, 6.553332269191742, 9.598679721355438, 11.78841844201088 LBFGS Accumulation History: 3 points Removed measurement 4c90766e to history. Total: 3 th(0)=4.272608384490013;dx=-7.634499188162586E-8 Armijo: th(7.8180126031877E7)=4.306380078196526; dx=3.1573729678543696E-9 evalInputDelta=-0.03377169370651245 New Minimum: 4.272608384490013 > 3.133854568004608 END: th(3.90900630159385E7)=3.133854568004608; dx=-5.167711105929404E-9 evalInputDelta=1.138753816485405 Fitness changed from 4.272608384490013 to 3.133854568004608 Iteration 4 complete. Error: 3.133854568004608 Total: 10.9879; Orientation: 0.1377; Line Search: 8.2728 Iteration 4 ![Iteration 4](etc/d57bc1b3-8594-44f1-b98d-42f97c18dcb2.jpg) Adding measurement 46919c5e to history. Total: 3 Rejected: LBFGS Orientation magnitude: 7.911e+03, gradient 1.897e-04, dot -0.275; [fa45d459-1c47-4700-89bb-afd7fe470bf5 = 1.000/1.000e+00] Orientation rejected. Popping history element from 3.133854568004608, 6.553332269191742, 9.598679721355438, 11.78841844201088 LBFGS Accumulation History: 3 points Removed measurement 46919c5e to history. Total: 3 th(0)=3.133854568004608;dx=-3.497482902291299E-8 New Minimum: 3.133854568004608 > 2.6685377806425095 WOLF (strong): th(8.421698779707026E7)=2.6685377806425095; dx=2.6228431905058044E-9 evalInputDelta=0.4653167873620987 New Minimum: 2.6685377806425095 > 2.0491751730442047 END: th(4.210849389853513E7)=2.0491751730442047; dx=-5.77784816111094E-9 evalInputDelta=1.0846793949604034 Fitness changed from 3.133854568004608 to 2.0491751730442047 Iteration 5 complete. Error: 2.0491751730442047 Total: 11.9529; Orientation: 0.2173; Line Search: 7.9077 Iteration 5 ![Iteration 5](etc/11a741e4-617d-4390-94e7-2b63ae104695.jpg) Adding measurement 2a0e911d to history. Total: 3 Rejected: LBFGS Orientation magnitude: 7.120e+03, gradient 1.576e-04, dot -0.273; [fa45d459-1c47-4700-89bb-afd7fe470bf5 = 1.000/1.000e+00] Orientation rejected. Popping history element from 2.0491751730442047, 6.553332269191742, 9.598679721355438, 11.78841844201088 LBFGS Accumulation History: 3 points Removed measurement 2a0e911d to history. Total: 3 th(0)=2.0491751730442047;dx=-2.3920950329536296E-8 New Minimum: 2.0491751730442047 > 1.8965007811784744 WOLF (strong): th(9.072000000000001E7)=1.8965007811784744; dx=3.223022810565376E-9 evalInputDelta=0.15267439186573029 New Minimum: 1.8965007811784744 > 1.3134817630052567 END: th(4.536000000000001E7)=1.3134817630052567; dx=-1.932010766492511E-9 evalInputDelta=0.7356934100389481 Fitness changed from 2.0491751730442047 to 1.3134817630052567 Iteration 6 complete. Error: 1.3134817630052567 Total: 10.8111; Orientation: 0.2755; Line Search: 7.6991 Adding measurement 14ef651a to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.649e+03, gradient 1.446e-04, dot -0.254; [fa45d459-1c47-4700-89bb-afd7fe470bf5 = 1.000/1.000e+00] Orientation rejected. Popping history element from 1.3134817630052567, 6.553332269191742, 9.598679721355438, 11.78841844201088 LBFGS Accumulation History: 3 points Removed measurement 14ef651a to history. Total: 3 th(0)=1.3134817630052567;dx=-2.0465695855522515E-8 Armijo: th(9.772515753984627E7)=1.811619594693184; dx=3.6262213342386143E-9 evalInputDelta=-0.49813783168792725 New Minimum: 1.3134817630052567 > 0.8831278085708618 END: th(4.8862578769923136E7)=0.8831278085708618; dx=-6.85222530602596E-10 evalInputDelta=0.43035395443439484 Fitness changed from 1.3134817630052567 to 0.8831278085708618 Iteration 7 complete. Error: 0.8831278085708618 Total: 11.0474; Orientation: 0.1408; Line Search: 8.1515 Adding measurement 2e1111f8 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 5.047e+03, gradient 1.355e-04, dot -0.244; [fa45d459-1c47-4700-89bb-afd7fe470bf5 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.8831278085708618, 6.553332269191742, 9.598679721355438, 11.78841844201088 LBFGS Accumulation History: 3 points Removed measurement 2e1111f8 to history. Total: 3 th(0)=0.8831278085708618;dx=-1.7906010035755257E-8 Armijo: th(1.0527123474633786E8)=1.856541007757187; dx=4.347702546024059E-9 evalInputDelta=-0.9734131991863251 New Minimum: 0.8831278085708618 > 0.7182096987962723 WOLF (strong): th(5.263561737316893E7)=0.7182096987962723; dx=5.604946965976792E-10 evalInputDelta=0.16491810977458954 New Minimum: 0.7182096987962723 > 0.5896726250648499 END: th(1.754520579105631E7)=0.5896726250648499; dx=-8.524988000071202E-9 evalInputDelta=0.29345518350601196 Fitness changed from 0.8831278085708618 to 0.5896726250648499 Iteration 8 complete. Error: 0.5896726250648499 Total: 14.5323; Orientation: 0.1908; Line Search: 10.9012 Adding measurement 7b23154f to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.931e+03, gradient 1.025e-04, dot -0.267; [fa45d459-1c47-4700-89bb-afd7fe470bf5 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.5896726250648499, 6.553332269191742, 9.598679721355438, 11.78841844201088 LBFGS Accumulation History: 3 points Removed measurement 7b23154f to history. Total: 3 th(0)=0.5896726250648499;dx=-1.0211077830672846E-8 New Minimum: 0.5896726250648499 > 0.41968855261802673 END: th(3.7800000000000015E7)=0.41968855261802673; dx=-3.4494277905916947E-9 evalInputDelta=0.16998407244682312 Fitness changed from 0.5896726250648499 to 0.41968855261802673 Iteration 9 complete. Error: 0.41968855261802673 Total: 8.5956; Orientation: 0.1809; Line Search: 5.6638 Adding measurement 2aad75b2 to history. Total: 3 Rejected: LBFGS Orientation magnitude: 4.656e+03, gradient 9.886e-05, dot -0.256; [fa45d459-1c47-4700-89bb-afd7fe470bf5 = 1.000/1.000e+00] Orientation rejected. Popping history element from 0.41968855261802673, 6.553332269191742, 9.598679721355438, 11.78841844201088 LBFGS Accumulation History: 3 points Removed measurement 2aad75b2 to history. Total: 3 th(0)=0.41968855261802673;dx=-9.475548156272404E-9 Armijo: th(8.143763128320524E7)=0.7802872061729431; dx=5.876128332332601E-10 evalInputDelta=-0.3605986535549164 New Minimum: 0.41968855261802673 > 0.37667757272720337 END: th(4.071881564160262E7)=0.37667757272720337; dx=-2.116023389920099E-9 evalInputDelta=0.043010979890823364 Fitness changed from 0.41968855261802673 to 0.37667757272720337 Iteration 10 complete. Error: 0.37667757272720337 Total: 11.3372; Orientation: 0.1403; Line Search: 8.3839 Iteration 10 ![Iteration 10](etc/72a9f7d3-84ce-46e2-9d17-b9bd507bb345.jpg) Final threshold in iteration 11: 0.37667757272720337 (> -Infinity) after 136.024s (< 1800.000s)