***** Dev results checkpoint-203200 *****
Test average loss = 0.050129
Test total loss = 135.849993
acc = 0.988027
avg_loss = 0.050129
confusion_matrix = {'tn': 21334, 'fp': 293, 'fn': 226, 'tp': 21496}
f1 = 0.988072
mcc = 0.976059
mcc2 = 0.976059
pr_auc = 0.998865
prec = 0.986553
recall = 0.989596
roc_auc = 0.998877
sn = 0.989596
sp = 0.986452
total_loss = 135.849993