-----------------------------------------------------------
dim =  7 width =  4000 reg_svd =  1e-10 r_m 0.05
w_outer_swim =  3114 w_outer_elm =  1773
rmse_swim = 0.0005036078386927122 rel_err_swim = 0.0007836585539435497 time = 129.8210391998291
rmse_elm = 1.7359275774559863e-05 rel_err_elm =  2.7012575869176473e-05 time = 89.9600715637207
-----------------------------------------------------------

-----------------------------------------------------------
dim =  7 width =  4000 reg_svd =  1e-10 r_m 0.005
w_outer_swim =  3114 w_outer_elm =  150
rmse_swim = 0.0005036078386927122 rel_err_swim = 0.0007836585539435497 time = 128.36879014968872
rmse_elm = 0.0016696430846779243 rel_err_elm =  0.0025981130252798116 time = 46.03560447692871
-----------------------------------------------------------

-----------------------------------------------------------
dim =  7 width =  4000 reg_svd =  1e-10 r_m 0.1
w_outer_swim =  3114 w_outer_elm =  3367
rmse_swim = 0.0005036078386927122 rel_err_swim = 0.0007836585539435497 time = 135.4325132369995
rmse_elm = 1.4643505306389857e-05 rel_err_elm =  2.2786595663123137e-05 time = 165.96981048583984
-----------------------------------------------------------

