--------    ------------------ 005: AUTOMAP --------------------------
            opt: SGA, mom: 0.9, learn_rate: 0.001, smooth_esp: 1e-08, 
            la: 0.1, max_r_norm: inf, max_diff_norm: inf,
            max_itr: 4
            ws: off, wsf: 0, ps: rand psf: 1e-05
----                                                             ----
00: |f(x)-f(x+r)|: 5.42651, |r|: 5.21453, |f(x)-f(x+r)|/|r|: 1.04065 |r|/|x|: 0.304625
01: |f(x)-f(x+r)|: 8.00125, |r|: 6.78397, |f(x)-f(x+r)|/|r|: 1.17943 |r|/|x|: 0.316831
02: |f(x)-f(x+r)|: 11.1191, |r|: 8.69721, |f(x)-f(x+r)|/|r|: 1.27847 |r|/|x|: 0.322676
03: |f(x)-f(x+r)|: 10.8693, |r|: 8.02918, |f(x)-f(x+r)|/|r|: 1.35372 |r|/|x|: 0.316045
04: |f(x)-f(x+r)|: 10.9795, |r|: 8.54771, |f(x)-f(x+r)|/|r|: 1.28449 |r|/|x|: 0.310446
05: |f(x)-f(x+r)|: 10.3587, |r|: 8.16278, |f(x)-f(x+r)|/|r|: 1.26901 |r|/|x|: 0.304719
06: |f(x)-f(x+r)|: 10.3266, |r|: 8.24533, |f(x)-f(x+r)|/|r|: 1.25241 |r|/|x|: 0.315895
07: |f(x)-f(x+r)|: 5.81279, |r|: 5.79273, |f(x)-f(x+r)|/|r|: 1.00346 |r|/|x|: 0.288982



--------    ------------------ 012: AUTOMAP --------------------------
            opt: SGA, mom: 0.9, learn_rate: 0.001, smooth_esp: 1e-08, 
            la: 0.1, max_r_norm: inf, max_diff_norm: inf,
            max_itr: 3
            ws: off, wsf: 0, ps: rand psf: 1e-05
----                                                             ----
00: |f(x)-f(x+r)|: 8.04297, |r|: 7.97829, |f(x)-f(x+r)|/|r|: 1.00811 |r|/|x|: 0.0979531

