diff --git a/eole/trainer.py b/eole/trainer.py
index 81236b83..16f5cf16 100644
--- a/eole/trainer.py
+++ b/eole/trainer.py
@@ -437,11 +437,12 @@ def validate(self, valid_iter, moving_average=None):
             if len(self.valid_scorers) > 0:
                 computed_metrics = {}
                 start = time.time()
-                preds, texts_ref = self.scoring_preparator.translate(
-                    model=self.model,
-                    gpu_rank=self.gpu_rank,
-                    step=self.optim.training_step,
-                )
+                with get_autocast(enabled=self.optim.amp):
+                    preds, texts_ref = self.scoring_preparator.translate(
+                        model=self.model,
+                        gpu_rank=self.gpu_rank,
+                        step=self.optim.training_step,
+                    )
                 logger.info(
                     """The translation of the valid dataset for dynamic scoring
                                took : {} s.""".format(