diff --git a/sdks/python/apache_beam/testing/benchmarks/chicago_taxi/requirements.txt b/sdks/python/apache_beam/testing/benchmarks/chicago_taxi/requirements.txt
index 20bef12d0295..11565e54af72 100644
--- a/sdks/python/apache_beam/testing/benchmarks/chicago_taxi/requirements.txt
+++ b/sdks/python/apache_beam/testing/benchmarks/chicago_taxi/requirements.txt
@@ -16,7 +16,7 @@
 
 jupyter>=1.0,<2
 notebook>=5.7.8,<5.8
-tensorflow==1.14.0
+tensorflow==2.12.0rc1
 tensorflow-data-validation>=0.13.1,<0.14
 tensorflow-metadata>=0.13.0,<0.14
 tensorflow-model-analysis>=0.13.2,<0.14