***** Dev results checkpoint-11928 *****
Test average loss = 0.002444
Test total loss = 3.404538
acc = 0.999776
avg_loss = 0.002444
confusion_matrix = {'tn': 21739, 'fp': 5, 'fn': 0, 'tp': 540}
f1 = 0.995392
mcc = 0.995288
mcc2 = 0.995288
pr_auc = 0.999914
prec = 0.990826
recall = 1.0
roc_auc = 0.999998
sn = 1.0
sp = 0.99977
total_loss = 3.404538