diff --git a/tf/requirements-gpu.txt b/tf/requirements-gpu.txt
index cdf0589d5..276d4c6cf 100644
--- a/tf/requirements-gpu.txt
+++ b/tf/requirements-gpu.txt
@@ -4,7 +4,7 @@ numpy==1.16.4
 pandas==0.23.4
 scikit-learn==0.19.2
 scipy==1.1.0
-tensorflow-gpu==1.15.4
+tensorflow-gpu==2.12.0
 requests
 bokeh==2.1.1
 onnx==1.8.0