diff --git a/requirements.txt b/requirements.txt
index 9f44abb..6be7380 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -31,7 +31,7 @@ six==1.15.0
 tensorboard==1.15.0
 tensorflow==1.15.2
 tensorflow-estimator==1.15.1
-tensorflow-gpu==1.15.2
+tensorflow-gpu==2.12.0
 termcolor==1.1.0
 tifffile==2020.9.3
 tqdm==4.48.2