diff --git a/library/sdxl_train_util.py b/library/sdxl_train_util.py
index 1c4e1965..b74bea91 100644
--- a/library/sdxl_train_util.py
+++ b/library/sdxl_train_util.py
@@ -107,10 +107,10 @@ def _load_target_model(
         text_encoder2 = pipe.text_encoder_2
 
         # convert to fp32 for cache text_encoders outputs
-        #if text_encoder1.dtype != torch.float32:
-        #    text_encoder1 = text_encoder1.to(dtype=torch.float32)
-        #if text_encoder2.dtype != torch.float32:
-        #    text_encoder2 = text_encoder2.to(dtype=torch.float32)
+        if text_encoder1.dtype != torch.float32:
+            text_encoder1 = text_encoder1.to(dtype=torch.float32)
+        if text_encoder2.dtype != torch.float32:
+            text_encoder2 = text_encoder2.to(dtype=torch.float32)
 
         vae = pipe.vae
         unet = pipe.unet