diff --git a/requirements.txt b/requirements.txt
index afca336..723fd43 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -22,7 +22,7 @@ scandir==1.10.0
 simplegeneric==0.8.1
 six==1.11.0
 sphinx-rtd-theme==0.4.3
-tensorflow-gpu==1.13.1
+tensorflow-gpu==2.3.1
 traitlets==4.3.2
 twine==1.13.0
 wcwidth==0.1.7