diff --git a/Dockerfile b/Dockerfile
index b918a73..58a0864 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -18,8 +18,8 @@ RUN apt-get update && apt-get install -y \
 
 RUN npm install webpack -g
 
-RUN pip install -U https://storage.googleapis.com/tensorflow/linux/cpu/tensorflow-0.11.0rc2-cp27-none-linux_x86_64.whl && \
-    pip install magenta ipython
+
+RUN pip install -U https://storage.googleapis.com/tensorflow/linux/cpu/tensorflow-0.12.1-cp27-none-linux_x86_64.whl
 
 COPY ./server/requirements.txt /tmp/
 RUN pip install -r /tmp/requirements.txt