diff --git a/requirements-colab.txt b/requirements-colab.txt
index 7c69191..8beec75 100644
--- a/requirements-colab.txt
+++ b/requirements-colab.txt
@@ -2,7 +2,7 @@ numpy==1.16.3
 h5py==2.9.0
 Keras==2.2.4
 opencv-python==4.0.0.21
-tensorflow-gpu==1.13.1
+tensorflow-gpu==2.9.3
 plaidml-keras==0.5.0
 scikit-image
 tqdm
diff --git a/requirements-cuda.txt b/requirements-cuda.txt
index 5e50c09..6949aa1 100644
--- a/requirements-cuda.txt
+++ b/requirements-cuda.txt
@@ -2,7 +2,7 @@ numpy==1.16.3
 h5py==2.9.0
 Keras==2.2.4
 opencv-python==4.0.0.21
-tensorflow-gpu==1.12.0
+tensorflow-gpu==2.9.3
 plaidml==0.6.0
 plaidml-keras==0.5.0
 scikit-image
diff --git a/requirements_colab.txt b/requirements_colab.txt
index fc905e1..98db27f 100644
--- a/requirements_colab.txt
+++ b/requirements_colab.txt
@@ -2,7 +2,7 @@ numpy==1.16.1
 h5py==2.9.0
 Keras==2.2.4
 opencv-python==4.0.0.21
-tensorflow-gpu==1.13.1
+tensorflow-gpu==2.9.3
 plaidml-keras==0.5.0
 scikit-image
 dlib==19.16.0