###hyperparameters
bs = 8
lr = 5e-5
cell = 30
att = 'feat'
att_reg = False
att_kreg = 0.01
att_areg = 0.05
dout = 0.3 
r_dout = 0.1 
optim = 'adam'
isdropout = False
dropout_layer = False
dropout_val = 0.5
epochs = 80
isbidirectional = True 
