--------    ------------------ 019: 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)|: 4.45609, |r|: 4.44997, |f(x)-f(x+r)|/|r|: 1.00138 |r|/|x|: 0.291508
01: |f(x)-f(x+r)|: 9.36814, |r|: 7.75686, |f(x)-f(x+r)|/|r|: 1.20772 |r|/|x|: 0.310747
02: |f(x)-f(x+r)|: 10.6516, |r|: 8.34874, |f(x)-f(x+r)|/|r|: 1.27583 |r|/|x|: 0.312878
03: |f(x)-f(x+r)|: 10.2843, |r|: 8.06712, |f(x)-f(x+r)|/|r|: 1.27485 |r|/|x|: 0.294106
04: |f(x)-f(x+r)|: 11.7096, |r|: 8.94476, |f(x)-f(x+r)|/|r|: 1.30911 |r|/|x|: 0.302489
05: |f(x)-f(x+r)|: 9.97626, |r|: 7.92851, |f(x)-f(x+r)|/|r|: 1.25828 |r|/|x|: 0.28678
06: |f(x)-f(x+r)|: 10.6967, |r|: 8.52242, |f(x)-f(x+r)|/|r|: 1.25512 |r|/|x|: 0.309791
07: |f(x)-f(x+r)|: 9.13387, |r|: 8.09657, |f(x)-f(x+r)|/|r|: 1.12812 |r|/|x|: 0.282307
