diff --git a/examples/run_squad.py b/examples/run_squad.py
index 0e9aec81..e8ed71cd 100644
--- a/examples/run_squad.py
+++ b/examples/run_squad.py
@@ -917,7 +917,7 @@ def main():
 
     if args.fp16:
         try:
-            from apex.optimizer import FP16_Optimizer
+            from apex.optimizers import FP16_Optimizer
             from apex.optimizers import FusedAdam
         except ImportError:
             raise ImportError("Please install apex from https://www.github.com/nvidia/apex to use distributed and fp16 training.")