***** Dev results checkpoint-159168 *****
Test average loss = 0.001375
Test total loss = 1.466036
acc = 0.999687
avg_loss = 0.001375
f1 = 0.990349
fmax = 0.994909
jaccard = 0.989201
pmax = 0.996898
pr_auc = 0.995735
prec = 0.991054
recall = 0.990671
rmax = 0.992929
roc_auc = 0.999415
tmax = 0.21
total_loss = 1.466036