SCRIPT PARAM ADD1 1
SCRIPT PARAM BS 240
SCRIPT PARAM upd.s2in 1
SCRIPT PARAM dataset_type Default

# set up random shifts
SCRIPT PARAM CIRC 1 1
SCRIPT PARAM SHFT 10 0
SCRIPT PARAM Rand 1
#
SCRIPT LOADDATA ESC8a
SCRIPT LOADMODEL esc4f

SCRIPT PARAM nlayer 4 
SCRIPT PBNINIT 
SCRIPT PARAM DECAY .9999
SCRIPT PARAM L.RATE 5e-5
SCRIPT PBNTRAIN 10000
SCRIPT SAVEMODEL 

SCRIPT PARAM nlayer 7 
SCRIPT PARAM Update 0 0
SCRIPT PARAM Update 1 0
SCRIPT PARAM Update 2 0
SCRIPT PARAM Update 3 0
SCRIPT PBNINIT 
SCRIPT PARAM DECAY 1
SCRIPT PARAM XE 1e4
SCRIPT PARAM L.RATE 5e-4
SCRIPT PBNTRAIN 200
SCRIPT SAVEMODEL 

SCRIPT PARAM nlayer 7 
SCRIPT PARAM Update 0 1
SCRIPT PARAM Update 1 1
SCRIPT PARAM Update 2 1
SCRIPT PARAM Update 3 1
SCRIPT PBNINIT 
SCRIPT PARAM XE 1e4
SCRIPT PARAM L.RATE 2e-5
SCRIPT PBNTRAIN 1000
SCRIPT SAVEMODEL