Does HDP support installation of TensorFlow?

[#1]

Here are the installation modes for TensorFlow:

https://www.tensorflow.org/versions/r0.7/get_started/os_setup.html

Can any of these installations be automated through Cloudbreak? If not, do you already have a recommended way of installing TensorFlow on HDP?

[#2]

@Karthik Gopal

I don't see any reference to Hadoop based on the white paper and git code. https://github.com/tensorflow/tensorflow

[#3]

@Neeraj Sabharwal I guess there is an article which shows that both Spark and TensorFlow can work together - https://databricks.com/blog/2016/01/25/deep-learning-with-spark-and-tensorflow.html

So wanted to know if there are any recommended ways of installing TensorFlow with HDP

[#4]

@Karthik Gopal I did see that link but no luck on finding an exact information on Hadoop integration with Tensorflow. Spark can run on HDFS and we can HDP on spark to use Tensorflow. Theoretically, This makes sense.

Do you have access to support?

[#5]

On sandbox, install pip then follow the instructions for pip install, write an article about you success here, great question.

easy_install pip

[#6]

Use this to create your own service https://cwiki.apache.org/confluence/display/AMBARI/Stacks+and+Services

[#7]

@Karthik Gopal you can install anything with recipes. Read more here: http://sequenceiq.com/cloudbreak-docs/latest/recipes/

You just have to write the custom script which install TensorFlow

[#8]

I have installed it on an HDF 2.0 Node on Centos7 and on an HDP 2.5 Node on Centos 7 on OpenStack. This will even install easier on Ubuntu.

Make sure you have Python 2.7+ and PIP installed.

http://hoolihan.net/blog-tim/2016/03/02/installing-tensorflow-on-centos/

sudo pip install --upgrade https://storage.googleapis.com/tensorflow/linux/cpu/tensorflow-0.7.1-cp27-none-linux_x86_64.whl

[#9 · Accepted solution]

See Hadoop here: https://github.com/tensorflow/ecosystem

[#10]

Tensorflow on Spark by Yahoo http://yahoohadoop.tumblr.com/post/157196317141/open-sourcing-tensorflowonspark-distributed-deep https://github.com/yahoo/TensorFlowOnSpark https://github.com/yahoo/TensorFlowOnSpark/wiki/GetStarted_YARN https://github.com/yahoo/TensorFlowOnSpark/wiki/Conversion https://github.com/yahoo/TensorFlowOnSpark/tree/master/examples/slim https://github.com/tensorflow/models/tree/master/slim