-----------------------------------------------------------
dim =  3 width =  200 reg_svd =  1e-06 r_m 0.05
w_outer_swim =  149 w_outer_elm =  20
rmse_swim = 0.0029646602772162756 rel_err_swim = 0.004774767912080074 time = 0.25176382064819336
rmse_elm = 0.00755471975721168 rel_err_elm =  0.012167341316881752 time = 0.07952022552490234
-----------------------------------------------------------

-----------------------------------------------------------
dim =  3 width =  200 reg_svd =  1e-06 r_m 0.005
w_outer_swim =  149 w_outer_elm =  16
rmse_swim = 0.0029646602772162756 rel_err_swim = 0.004774767912080074 time = 0.38631463050842285
rmse_elm = 0.0116237783759424 rel_err_elm =  0.01872081075633178 time = 0.0799570083618164
-----------------------------------------------------------

-----------------------------------------------------------
dim =  3 width =  200 reg_svd =  1e-06 r_m 0.1
w_outer_swim =  149 w_outer_elm =  34
rmse_swim = 0.0029646602772162756 rel_err_swim = 0.004774767912080074 time = 0.42069506645202637
rmse_elm = 0.0021442723997815347 rel_err_elm =  0.0034534827237774953 time = 0.115234375
-----------------------------------------------------------

-----------------------------------------------------------
dim =  3 width =  200 reg_svd =  1e-08 r_m 0.05
w_outer_swim =  164 w_outer_elm =  49
rmse_swim = 0.0013650310639334651 rel_err_swim = 0.0021984665741134964 time = 0.3692624568939209
rmse_elm = 0.0004160290951350004 rel_err_elm =  0.0006700404728353956 time = 0.1938021183013916
-----------------------------------------------------------

-----------------------------------------------------------
dim =  3 width =  200 reg_svd =  1e-08 r_m 0.005
w_outer_swim =  164 w_outer_elm =  20
rmse_swim = 0.0013650310639334651 rel_err_swim = 0.0021984665741134964 time = 0.2987377643585205
rmse_elm = 0.008465267804304736 rel_err_elm =  0.013633835009626005 time = 0.08150863647460938
-----------------------------------------------------------

-----------------------------------------------------------
dim =  3 width =  200 reg_svd =  1e-08 r_m 0.1
w_outer_swim =  164 w_outer_elm =  57
rmse_swim = 0.0013650310639334651 rel_err_swim = 0.0021984665741134964 time = 0.31801772117614746
rmse_elm = 3.442331804338751e-05 rel_err_elm =  5.544087316986816e-05 time = 0.24395203590393066
-----------------------------------------------------------

-----------------------------------------------------------
dim =  3 width =  200 reg_svd =  1e-10 r_m 0.05
w_outer_swim =  164 w_outer_elm =  61
rmse_swim = 0.0013650310639334651 rel_err_swim = 0.0021984665741134964 time = 0.32497215270996094
rmse_elm = 0.00021702438596168022 rel_err_elm =  0.0003495311358918029 time = 0.2677481174468994
-----------------------------------------------------------

-----------------------------------------------------------
dim =  3 width =  200 reg_svd =  1e-10 r_m 0.005
w_outer_swim =  164 w_outer_elm =  20
rmse_swim = 0.0013650310639334651 rel_err_swim = 0.0021984665741134964 time = 0.4470508098602295
rmse_elm = 0.008465267804304736 rel_err_elm =  0.013633835009626005 time = 0.09275627136230469
-----------------------------------------------------------

-----------------------------------------------------------
dim =  3 width =  200 reg_svd =  1e-10 r_m 0.1
w_outer_swim =  164 w_outer_elm =  102
rmse_swim = 0.0013650310639334651 rel_err_swim = 0.0021984665741134964 time = 0.3730587959289551
rmse_elm = 0.00010252953845561353 rel_err_elm =  0.0001651301344779781 time = 0.3928670883178711
-----------------------------------------------------------

-----------------------------------------------------------
dim =  3 width =  200 reg_svd =  1e-12 r_m 0.05
w_outer_swim =  164 w_outer_elm =  107
rmse_swim = 0.0013650310639334651 rel_err_swim = 0.0021984665741134964 time = 0.3235347270965576
rmse_elm = 6.992480504149858e-05 rel_err_elm =  0.00011261820382472303 time = 0.41415858268737793
-----------------------------------------------------------

-----------------------------------------------------------
dim =  3 width =  200 reg_svd =  1e-12 r_m 0.005
w_outer_swim =  164 w_outer_elm =  49
rmse_swim = 0.0013650310639334651 rel_err_swim = 0.0021984665741134964 time = 0.35575270652770996
rmse_elm = 0.00039745714420248246 rel_err_elm =  0.0006401292023742225 time = 0.16968035697937012
-----------------------------------------------------------

-----------------------------------------------------------
dim =  3 width =  200 reg_svd =  1e-12 r_m 0.1
w_outer_swim =  164 w_outer_elm =  137
rmse_swim = 0.0013650310639334651 rel_err_swim = 0.0021984665741134964 time = 0.3590388298034668
rmse_elm = 0.01691730219509633 rel_err_elm =  0.027246356792001176 time = 0.5681686401367188
-----------------------------------------------------------

-----------------------------------------------------------
dim =  5 width =  200 reg_svd =  1e-06 r_m 0.05
w_outer_swim =  153 w_outer_elm =  56
rmse_swim = 0.012392443448457236 rel_err_swim = 0.019490786703973823 time = 0.1211540699005127
rmse_elm = 0.00242245220561903 rel_err_elm =  0.003810023377283954 time = 0.0821387767791748
-----------------------------------------------------------

-----------------------------------------------------------
dim =  5 width =  200 reg_svd =  1e-06 r_m 0.005
w_outer_swim =  153 w_outer_elm =  41
rmse_swim = 0.012392443448457236 rel_err_swim = 0.019490786703973823 time = 0.11928606033325195
rmse_elm = 0.013735095839358008 rel_err_elm =  0.02160250514573805 time = 0.07330799102783203
-----------------------------------------------------------

-----------------------------------------------------------
dim =  5 width =  200 reg_svd =  1e-06 r_m 0.1
w_outer_swim =  153 w_outer_elm =  121
rmse_swim = 0.012392443448457236 rel_err_swim = 0.019490786703973823 time = 0.12586736679077148
rmse_elm = 0.0005672533900841622 rel_err_elm =  0.0008921739186643517 time = 0.11593842506408691
-----------------------------------------------------------

-----------------------------------------------------------
dim =  5 width =  200 reg_svd =  1e-08 r_m 0.05
w_outer_swim =  153 w_outer_elm =  179
rmse_swim = 0.012392443448457236 rel_err_swim = 0.019490786703973823 time = 0.1759040355682373
rmse_elm = 0.0010401905613207924 rel_err_elm =  0.0016360076563201376 time = 0.22871685028076172
-----------------------------------------------------------

-----------------------------------------------------------
dim =  5 width =  200 reg_svd =  1e-08 r_m 0.005
w_outer_swim =  153 w_outer_elm =  56
rmse_swim = 0.012392443448457236 rel_err_swim = 0.019490786703973823 time = 0.15139508247375488
rmse_elm = 0.0032149006214952547 rel_err_elm =  0.005056383153867665 time = 0.24746108055114746
-----------------------------------------------------------

-----------------------------------------------------------
dim =  5 width =  200 reg_svd =  1e-08 r_m 0.1
w_outer_swim =  153 w_outer_elm =  200
rmse_swim = 0.012392443448457236 rel_err_swim = 0.019490786703973823 time = 0.12980866432189941
rmse_elm = 0.0007459859713362854 rel_err_elm =  0.0011732838250944262 time = 0.19393515586853027
-----------------------------------------------------------

-----------------------------------------------------------
dim =  5 width =  200 reg_svd =  1e-10 r_m 0.05
w_outer_swim =  153 w_outer_elm =  200
rmse_swim = 0.012392443448457236 rel_err_swim = 0.019490786703973823 time = 0.10952377319335938
rmse_elm = 0.001546878620147087 rel_err_elm =  0.0024329246582906654 time = 0.1659088134765625
-----------------------------------------------------------

-----------------------------------------------------------
dim =  5 width =  200 reg_svd =  1e-10 r_m 0.005
w_outer_swim =  153 w_outer_elm =  56
rmse_swim = 0.012392443448457236 rel_err_swim = 0.019490786703973823 time = 0.1477980613708496
rmse_elm = 0.0032149006214952547 rel_err_elm =  0.005056383153867665 time = 0.1594982147216797
-----------------------------------------------------------

-----------------------------------------------------------
dim =  5 width =  200 reg_svd =  1e-10 r_m 0.1
w_outer_swim =  153 w_outer_elm =  200
rmse_swim = 0.012392443448457236 rel_err_swim = 0.019490786703973823 time = 0.20722055435180664
rmse_elm = 0.0007459859713362854 rel_err_elm =  0.0011732838250944262 time = 0.16751480102539062
-----------------------------------------------------------

-----------------------------------------------------------
dim =  5 width =  200 reg_svd =  1e-12 r_m 0.05
w_outer_swim =  153 w_outer_elm =  200
rmse_swim = 0.012392443448457236 rel_err_swim = 0.019490786703973823 time = 0.1729118824005127
rmse_elm = 0.001546878620147087 rel_err_elm =  0.0024329246582906654 time = 0.19772124290466309
-----------------------------------------------------------

-----------------------------------------------------------
dim =  5 width =  200 reg_svd =  1e-12 r_m 0.005
w_outer_swim =  153 w_outer_elm =  179
rmse_swim = 0.012392443448457236 rel_err_swim = 0.019490786703973823 time = 0.14118623733520508
rmse_elm = 0.0014245315342971065 rel_err_elm =  0.002240497639029051 time = 0.1672825813293457
-----------------------------------------------------------

-----------------------------------------------------------
dim =  5 width =  200 reg_svd =  1e-12 r_m 0.1
w_outer_swim =  153 w_outer_elm =  200
rmse_swim = 0.012392443448457236 rel_err_swim = 0.019490786703973823 time = 0.4170870780944824
rmse_elm = 0.0007459859713362854 rel_err_elm =  0.0011732838250944262 time = 0.18726158142089844
-----------------------------------------------------------

