diff --git a/commons/requirements.19.06.txt b/commons/requirements.19.06.txt
index c9c265ee7..71c842e92 100644
--- a/commons/requirements.19.06.txt
+++ b/commons/requirements.19.06.txt
@@ -236,7 +236,7 @@ termcolor==1.1.0
 terminado==0.8.3
 test-generator==0.1.1
 testpath==0.4.4
-tensorflow-gpu==1.13.2
+tensorflow-gpu==2.6.4
 tf2onnx==1.5.5
 toml==0.10.0
 toolz==0.10.0
diff --git a/commons/requirements.19.09.txt b/commons/requirements.19.09.txt
index 659204de6..71c842e92 100644
--- a/commons/requirements.19.09.txt
+++ b/commons/requirements.19.09.txt
@@ -236,7 +236,7 @@ termcolor==1.1.0
 terminado==0.8.3
 test-generator==0.1.1
 testpath==0.4.4
-tensorflow-gpu==1.14
+tensorflow-gpu==2.6.4
 tf2onnx==1.5.5
 toml==0.10.0
 toolz==0.10.0
diff --git a/commons/requirements.20.03.cuda10.txt b/commons/requirements.20.03.cuda10.txt
index 6cfad8a58..350e874b5 100644
--- a/commons/requirements.20.03.cuda10.txt
+++ b/commons/requirements.20.03.cuda10.txt
@@ -236,7 +236,7 @@ termcolor==1.1.0
 terminado==0.8.3
 test-generator==0.1.1
 testpath==0.4.4
-tensorflow-gpu==1.15.2
+tensorflow-gpu==2.6.4
 tf2onnx==1.5.5
 toml==0.10.0
 toolz==0.10.0
diff --git a/commons/requirements.22.03.txt b/commons/requirements.22.03.txt
index 1998afef4..4b6e738b0 100644
--- a/commons/requirements.22.03.txt
+++ b/commons/requirements.22.03.txt
@@ -497,7 +497,7 @@ tensorflow-datasets-ko==0.2.3
 tensorflow-datasets==4.5.2
 tensorflow-estimator==2.7.0
 tensorflow-gan==2.1.0
-tensorflow-gpu==2.7.1
+tensorflow-gpu==2.6.4
 tensorflow-graphics-gpu==1.0.0
 tensorflow-hub==0.12.0
 tensorflow-io-gcs-filesystem==0.24.0