***** Dev results checkpoint-23856 *****
Test average loss = 0.042320
Test total loss = 58.951537
acc = 0.999686
avg_loss = 0.04232
confusion_matrix = {'tn': 21741, 'fp': 3, 'fn': 4, 'tp': 536}
f1 = 0.993513
mcc = 0.993352
mcc2 = 0.993352
pr_auc = 0.999762
prec = 0.994434
recall = 0.992593
roc_auc = 0.999994
sn = 0.992593
sp = 0.999862
total_loss = 58.951537