-----------------------------------
num params encoder   :   42,500,160
num params decoder d :    3,776,865
num params decoder s :   16,253,072
num params decoder m :    3,105,506
num params painter   :            0
num params discrim m :    2,780,066
num params discrim s :    2,789,426
-----------------------------------
