diff --git a/requirements-tpu.txt b/requirements-tpu.txt
index 1955b8f..0d338fa 100644
--- a/requirements-tpu.txt
+++ b/requirements-tpu.txt
@@ -3,7 +3,7 @@ regex==2019.4.14
 h5py==2.10.0
 numpy==1.18.4
 tensorboard==1.15.0
-tensorflow==1.15.4
+tensorflow==2.11.1
 tensorflow-estimator==1.15.1
 tqdm==4.31.1
 requests==2.22.0