diff --git a/requirements.txt b/requirements.txt
index 53a18b0..f7ece9d 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,5 +1,5 @@
 numpy
-tensorflow-gpu == 2.2.*
+tensorflow >= 2.3.0rc2
 calamari-ocr == 1.0.*
 setuptools >= 41.0.0  # tensorboard depends on this, but why do we get an error at runtime?
 click