diff --git a/requirements.txt b/requirements.txt
index 04e941e..e8e15d9 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,5 +1,5 @@
 scipy==1.1.0
 numpy==1.15.4
 six==1.12.0
-tensorflow_gpu==1.12.1
+tensorflow_gpu==2.3.1
 tensorflow==1.12.1