Reset training subject: 11783742773385 Reset training subject: 11792289913728 Adding measurement 4a7e52b to history. Total: 0 LBFGS Accumulation History: 1 points Constructing line search parameters: GD+Trust th(0)=-0.13745945692062378;dx=-2.249729738979752E-8 Armijo: th(2.154434690031884)=-0.13745945692062378; dx=-2.2495810282124884E-8 evalInputDelta=0.0 Armijo: th(1.077217345015942)=-0.137459397315979; dx=-2.2496294438909858E-8 evalInputDelta=-5.9604644775390625E-8 New Minimum: -0.13745945692062378 > -0.13745954632759094 WOLFE (weak): th(0.3590724483386473)=-0.13745954632759094; dx=-2.250356967616486E-8 evalInputDelta=8.940696716308594E-8 WOLFE (weak): th(0.7181448966772946)=-0.13745948672294617; dx=-2.249507289617871E-8 evalInputDelta=2.9802322387695312E-8 Armijo: th(0.8976811208466182)=-0.13745945692062378; dx=-2.2496360095605073E-8 evalInputDelta=0.0 Armijo: th(0.8079130087619564)=-0.1374594271183014; dx=-2.2496660880944808E-8 evalInputDelta=-2.9802322387695312E-8 Armijo: th(0.7630289527196255)=-0.1374594271183014; dx=-2.2503992971814306E-8 evalInputDelta=-2.9802322387695312E-8 Armijo: th(0.74058692469846)=-0.13745945692062378; dx=-2.2501558773032344E-8 evalInputDelta=0.0 WOLFE (weak): th(0.7293659106878774)=-0.13745948672294617; dx=-2.2499821840322562E-8 evalInputDelta=2.9802322387695312E-8 WOLFE (weak): th(0.7349764176931687)=-0.13745948672294617; dx=-2.2376274609026347E-8 evalInputDelta=2.9802322387695312E-8 WOLFE (weak): th(0.7377816711958143)=-0.13745948672294617; dx=-2.2502571314193907E-8 evalInputDelta=2.9802322387695312E-8 Armijo: th(0.7391842979471371)=-0.1374594271183014; dx=-2.250340418148993E-8 evalInputDelta=-2.9802322387695312E-8 WOLFE (weak): th(0.7384829845714758)=-0.13745948672294617; dx=-2.249697347425734E-8 evalInputDelta=2.9802322387695312E-8 Armijo: th(0.7388336412593064)=-0.1374594271183014; dx=-2.2501047818051287E-8 evalInputDelta=-2.9802322387695312E-8 Armijo: th(0.7386583129153911)=-0.13745945692062378; dx=-2.2494524510275194E-8 evalInputDelta=0.0 Armijo: th(0.7385706487434334)=-0.13745945692062378; dx=-2.2496685582854166E-8 evalInputDelta=0.0 Armijo: th(0.7385268166574546)=-0.13745945692062378; dx=-2.2503271431718218E-8 evalInputDelta=0.0 WOLFE (weak): th(0.7385049006144652)=-0.13745948672294617; dx=-2.2496061637849804E-8 evalInputDelta=2.9802322387695312E-8 Armijo: th(0.7385158586359599)=-0.13745945692062378; dx=-2.250534478686741E-8 evalInputDelta=0.0 WOLFE (weak): th(0.7385103796252126)=-0.13745948672294617; dx=-2.2499934890456338E-8 evalInputDelta=2.9802322387695312E-8 mu ~= nu (0.7385103796252126): th(0.3590724483386473)=-0.13745954632759094 Fitness changed from -0.13745945692062378 to -0.13745954632759094 Iteration 1 complete. Error: -0.13745954632759094 Total: 206.0838; Orientation: 0.0348; Line Search: 181.3123 Iteration 1 ![Iteration 1](etc/f600f290-c399-4cc4-a126-ed1d65ebb24b.jpg) Adding measurement 47b72f2a to history. Total: 1 LBFGS Accumulation History: 2 points th(0)=-0.13745954632759094;dx=-2.2494632707278204E-8 Armijo: th(1.5910782828985843)=-0.13745948672294617; dx=-2.249630013146015E-8 evalInputDelta=-5.9604644775390625E-8 Armijo: th(0.7955391414492922)=-0.13745951652526855; dx=-2.2495209068084053E-8 evalInputDelta=-2.9802322387695312E-8 Armijo: th(0.26517971381643074)=-0.13745945692062378; dx=-2.249864506027896E-8 evalInputDelta=-8.940696716308594E-8 Armijo: th(0.06629492845410768)=-0.13745945692062378; dx=-2.249390140002367E-8 evalInputDelta=-8.940696716308594E-8 Armijo: th(0.013258985690821536)=-0.1374594271183014; dx=-2.2487849615171645E-8 evalInputDelta=-1.1920928955078125E-7 Armijo: th(0.002209830948470256)=-0.13745948672294617; dx=-2.2494225383996492E-8 evalInputDelta=-5.9604644775390625E-8 Armijo: th(3.156901354957509E-4)=-0.13745945692062378; dx=-2.2494825140822997E-8 evalInputDelta=-8.940696716308594E-8 Armijo: th(3.946126693696886E-5)=-0.13745945692062378; dx=-2.2498420916450886E-8 evalInputDelta=-8.940696716308594E-8 WOLFE (weak): th(4.384585215218762E-6)=-0.13745954632759094; dx=-2.2493678645351672E-8 evalInputDelta=0.0 WOLFE (weak): th(2.1922926076093812E-5)=-0.13745954632759094; dx=-2.2496126661983954E-8 evalInputDelta=0.0 WOLFE (weak): th(3.069209650653133E-5)=-0.13745954632759094; dx=-2.2494370803176518E-8 evalInputDelta=0.0 Armijo: th(3.50766817217501E-5)=-0.13745945692062378; dx=-2.2492536181514882E-8 evalInputDelta=-8.940696716308594E-8 WOLFE (weak): th(3.2884389114140715E-5)=-0.13745954632759094; dx=-2.249193908638461E-8 evalInputDelta=0.0 WOLFE (weak): th(3.398053541794541E-5)=-0.13745954632759094; dx=-2.249260055939069E-8 evalInputDelta=0.0 Armijo: th(3.452860856984775E-5)=-0.13745945692062378; dx=-2.249002722528663E-8 evalInputDelta=-8.940696716308594E-8 Armijo: th(3.4254571993896585E-5)=-0.13745945692062378; dx=-2.2494402724535058E-8 evalInputDelta=-8.940696716308594E-8 WOLFE (weak): th(3.4117553705921E-5)=-0.13745954632759094; dx=-2.2496427355281603E-8 evalInputDelta=0.0 WOLFE (weak): th(3.418606284990879E-5)=-0.13745954632759094; dx=-2.2499149355810893E-8 evalInputDelta=0.0 WOLFE (weak): th(3.422031742190269E-5)=-0.13745954632759094; dx=-2.2499199000163486E-8 evalInputDelta=0.0 WOLFE (weak): th(3.423744470789963E-5)=-0.13745954632759094; dx=-2.2494344670644308E-8 evalInputDelta=0.0 Armijo: th(3.424600835089811E-5)=-0.13745945692062378; dx=-2.2498846737795316E-8 evalInputDelta=-8.940696716308594E-8 WOLFE (weak): th(3.424172652939887E-5)=-0.13745954632759094; dx=-2.249509204389849E-8 evalInputDelta=0.0 WOLFE (weak): th(3.424386744014849E-5)=-0.13745954632759094; dx=-2.2495497750853898E-8 evalInputDelta=0.0 Armijo: th(3.4244937895523296E-5)=-0.13745945692062378; dx=-2.2499912039473355E-8 evalInputDelta=-8.940696716308594E-8 Armijo: th(3.424440266783589E-5)=-0.13745945692062378; dx=-2.248846975656706E-8 evalInputDelta=-8.940696716308594E-8 WOLFE (weak): th(3.424413505399219E-5)=-0.13745954632759094; dx=-2.2494220875638633E-8 evalInputDelta=0.0 mu ~= nu (3.424413505399219E-5): th(0.0)=-0.13745954632759094 Fitness changed from -0.13745954632759094 to -0.13745954632759094 Static Iteration Total: 243.2034; Orientation: 0.0359; Line Search: 234.2172 Iteration 2 failed. Error: -0.13745954632759094 Previous Error: 0.0 -> -0.13745954632759094 Retrying iteration 2 Reset training subject: 12233030092554 Adding measurement 332e5c86 to history. Total: 0 LBFGS Accumulation History: 1 points th(0)=-0.13745954632759094;dx=-2.2483398016177745E-8 Armijo: th(7.377704076873184E-5)=-0.13745945692062378; dx=-2.2476342121334815E-8 evalInputDelta=-8.940696716308594E-8 Armijo: th(3.688852038436592E-5)=-0.13745945692062378; dx=-2.2477545506001884E-8 evalInputDelta=-8.940696716308594E-8 WOLFE (weak): th(1.2296173461455307E-5)=-0.13745954632759094; dx=-2.2477761694187193E-8 evalInputDelta=0.0 WOLFE (weak): th(2.4592346922910614E-5)=-0.13745954632759094; dx=-2.2484137649666292E-8 evalInputDelta=0.0 WOLFE (weak): th(3.074043365363827E-5)=-0.13745954632759094; dx=-2.2476633257812254E-8 evalInputDelta=0.0 WOLFE (weak): th(3.3814477019002097E-5)=-0.13745954632759094; dx=-2.2482153504771333E-8 evalInputDelta=0.0 Armijo: th(3.535149870168401E-5)=-0.13745945692062378; dx=-2.2477153291162198E-8 evalInputDelta=-8.940696716308594E-8 Armijo: th(3.458298786034305E-5)=-0.13745945692062378; dx=-2.247834074120376E-8 evalInputDelta=-8.940696716308594E-8 WOLFE (weak): th(3.419873243967257E-5)=-0.13745954632759094; dx=-2.2479911555504246E-8 evalInputDelta=0.0 Armijo: th(3.439086015000781E-5)=-0.13745945692062378; dx=-2.246970560768058E-8 evalInputDelta=-8.940696716308594E-8 Armijo: th(3.4294796294840187E-5)=-0.13745945692062378; dx=-2.248750644039361E-8 evalInputDelta=-8.940696716308594E-8 Armijo: th(3.4246764367256376E-5)=-0.13745945692062378; dx=-2.247819354017129E-8 evalInputDelta=-8.940696716308594E-8 WOLFE (weak): th(3.422274840346447E-5)=-0.13745954632759094; dx=-2.247538096119913E-8 evalInputDelta=0.0 WOLFE (weak): th(3.4234756385360424E-5)=-0.13745954632759094; dx=-2.2474522055597523E-8 evalInputDelta=0.0 WOLFE (weak): th(3.4240760376308397E-5)=-0.13745954632759094; dx=-2.2477994161770746E-8 evalInputDelta=0.0 WOLFE (weak): th(3.4243762371782386E-5)=-0.13745954632759094; dx=-2.247894781885975E-8 evalInputDelta=0.0 Armijo: th(3.4245263369519385E-5)=-0.13745945692062378; dx=-2.2477469377112036E-8 evalInputDelta=-8.940696716308594E-8 Armijo: th(3.424451287065089E-5)=-0.13745945692062378; dx=-2.2474923300201248E-8 evalInputDelta=-8.940696716308594E-8 WOLFE (weak): th(3.4244137621216634E-5)=-0.13745954632759094; dx=-2.247639727038702E-8 evalInputDelta=0.0 Armijo: th(3.424432524593376E-5)=-0.13745945692062378; dx=-2.2469381528890916E-8 evalInputDelta=-8.940696716308594E-8 mu ~= nu (3.4244137621216634E-5): th(0.0)=-0.13745954632759094 Fitness changed from -0.13745954632759094 to -0.13745954632759094 Static Iteration Total: 200.1468; Orientation: 0.0351; Line Search: 183.6126 Iteration 3 failed. Error: -0.13745954632759094 Previous Error: 0.0 -> -0.13745954632759094 Optimization terminated 3 Final threshold in iteration 3: -0.13745954632759094 (> -Infinity) after 649.435s (< 3600.000s)