diff --git a/.install b/.install
index 2e9f0cdb..8ee8ca5d 100755
--- a/.install
+++ b/.install
@@ -3,7 +3,7 @@
 virtualenv -p python3 ../tmp/venv
 source ../tmp/venv/bin/activate
 pip install -r <(grep -v tensorflow requirements.txt)
-pip install tensorflow-gpu==1.12.0rc2
+pip install tensorflow-gpu==1.12.0
 
 python3 util/taskcluster.py --arch gpu --target ../tmp/native_client
 
diff --git a/Dockerfile b/Dockerfile
index 94282689..5d7d6f64 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -186,7 +186,7 @@ RUN cp /tensorflow/bazel-bin/native_client/generate_trie /DeepSpeech/native_clie
 
 # Install TensorFlow
 WORKDIR /DeepSpeech/
-RUN pip install tensorflow-gpu==1.12.0rc2
+RUN pip install tensorflow-gpu==1.12.0
 
 
 # Make DeepSpeech and install Python bindings
diff --git a/README.md b/README.md
index 9fb11a85..5310fd51 100644
--- a/README.md
+++ b/README.md
@@ -227,7 +227,7 @@ If you have a capable (Nvidia, at least 8GB of VRAM) GPU, it is highly recommend
 
 ```bash
 pip3 uninstall tensorflow
-pip3 install 'tensorflow-gpu==1.12.0rc2'
+pip3 install 'tensorflow-gpu==1.12.0'
 ```
 
 ### Common Voice training data
diff --git a/requirements.txt b/requirements.txt
index 0199460a..746bca27 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,7 +1,7 @@
 pandas
 progressbar2
 python-utils
-tensorflow == 1.12.0rc2
+tensorflow == 1.12.0
 numpy
 matplotlib
 scipy