diff --git a/templates/tensorflow-gpu-1.12/requirements.txt b/templates/tensorflow-gpu-1.12/requirements.txt
index 1f1d1afd..dd3fb382 100644
--- a/templates/tensorflow-gpu-1.12/requirements.txt
+++ b/templates/tensorflow-gpu-1.12/requirements.txt
@@ -1,3 +1,3 @@
 algorithmia>=1.0.0,<2.0
 six
-tensorflow-gpu==1.12.0 # if you need a different version, please change this value - bear in mind that it may take longer to compile.
\ No newline at end of file
+tensorflow-gpu==2.12.0 # if you need a different version, please change this value - bear in mind that it may take longer to compile.
\ No newline at end of file