{ "info": { "author": "Tobias Johansson", "author_email": "tobias@johansson.xyz", "bugtrack_url": null, "classifiers": [ "Development Status :: 4 - Beta", "Intended Audience :: Developers", "License :: OSI Approved :: Apache Software License", "Programming Language :: Python :: 2.7", "Topic :: Software Development :: Libraries" ], "description": "yarntf\n======\n\n``yarntf`` simplifies the distributed TensorFlow submit model, for running\nmachine learning applications on Hadoop YARN clusters.\n\nUser Guide\n----------\n\nIn general it is as simple as follows.\n\n1. In your code: replace ``tf.train.ClusterSpec()`` and ``tf.train.Server()`` with ``yarntf.createClusterServer()``\n2. On your cluster: submit the application with `Hops-TensorFlow `_\n\nYour ClusterSpec is generated automaticaly and the parameter servers stopped when all workers are completed. Specify the number of worker, ps and resources on submit.\n\nFor more details see the examples.\n\nWork In Progress\n----------------\n\nDevelopment is still in an early stage. 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