diff --git a/requirements.txt b/requirements.txt
index c5fa91e..e82ba95 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,7 +1,7 @@
 matplotlib==3.0.3
 numpy==1.16.6
 pandas==0.24.2
-tensorflow-gpu==1.14.0          # Comment this if not using GPU
+tensorflow-gpu==2.12.0          # Comment this if not using GPU
 # tensorflow==1.14.0            # Uncomment this if not using GPU
 tensorflow-probability==0.7.0
 torch==1.5.0