diff --git a/examples/run_squad.py b/examples/run_squad.py index b166757656..7f58ddc35a 100644 --- a/examples/run_squad.py +++ b/examples/run_squad.py @@ -842,8 +842,8 @@ def main(): param_optimizer = list(model.named_parameters()) no_decay = ['bias', 'gamma', 'beta'] optimizer_grouped_parameters = [ - {'params': [p for n, p in param_optimizer if n not in no_decay], 'weight_decay_rate': 0.01}, - {'params': [p for n, p in param_optimizer if n in no_decay], 'weight_decay_rate': 0.0} + {'params': [p for n, p in param_optimizer if not any(nd in n for nd in no_decay)], 'weight_decay_rate': 0.01}, + {'params': [p for n, p in param_optimizer if any(nd in n for nd in no_decay)], 'weight_decay_rate': 0.0} ] optimizer = BertAdam(optimizer_grouped_parameters, lr=args.learning_rate,