diff --git a/tensorflow-whl/CHANGELOG.md b/tensorflow-whl/CHANGELOG.md
index 90179047..a8dc173f 100644
--- a/tensorflow-whl/CHANGELOG.md
+++ b/tensorflow-whl/CHANGELOG.md
@@ -15,4 +15,5 @@
 * `2.1.0-py37-2`: TensorFlow 2.1.0 with Python 3.7 & DLVM base image.
 * `2.1.0-py37-3`: TensorFlow 2.1.0 with Python 3.7, DLVM base image, tensorflow-gcs-config.
 * `2.2.0-py37`: TensorFlow 2.2.0 with Python 3.7.
-* `2.2.0-py37-2`: TensorFlow 2.2.0 with Python 3.7 & TFA.
\ No newline at end of file
+* `2.2.0-py37-2`: TensorFlow 2.2.0 with Python 3.7 & TFA.
+* `2.3.0-py37`: TensorFlow 2.3.0 with Python.
\ No newline at end of file
diff --git a/tensorflow-whl/Dockerfile b/tensorflow-whl/Dockerfile
index a2cbc582..a7d4f972 100644
--- a/tensorflow-whl/Dockerfile
+++ b/tensorflow-whl/Dockerfile
@@ -53,7 +53,7 @@ RUN apt-get update && apt-get install -y --no-install-recommends \
 RUN pip install --upgrade pip
 
 # See _TF_(MIN|MAX)_BAZEL_VERSION at https://github.com/tensorflow/tensorflow/blob/master/configure.py.
-ENV BAZEL_VERSION=2.0.0
+ENV BAZEL_VERSION=3.1.0
 RUN apt-get install -y gnupg zip openjdk-8-jdk && \
     apt-get install -y --no-install-recommends \
       bash-completion \
@@ -66,7 +66,7 @@ RUN apt-get install -y gnupg zip openjdk-8-jdk && \
 RUN cd /usr/local/src && \
     git clone https://github.com/tensorflow/tensorflow && \
     cd tensorflow && \
-    git checkout tags/v2.2.0 && \
+    git checkout tags/v2.3.0 && \
     pip install keras_applications --no-deps && \
     pip install keras_preprocessing --no-deps