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[tune] horovod trainable (#10304)

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Richard Liaw
2020-09-03 16:53:35 -07:00
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parent 7068c63dd8
commit 43a7a64b30
11 changed files with 485 additions and 2 deletions
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doc/source/tune/examples/horovod_simple.rst
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:orphan:
horovod_simple
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.. literalinclude:: /../../python/ray/tune/examples/horovod_simple.py
doc/source/tune/examples/index.rst
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- :doc:`/tune/examples/pbt_memnn_example`: Example of training a Memory NN on bAbI with Keras using PBT.
- :doc:`/tune/examples/tf_mnist_example`: Converts the Advanced TF2.0 MNIST example to use Tune with the Trainable. This uses `tf.function`. Original code from tensorflow: https://www.tensorflow.org/tutorials/quickstart/advanced
Horovod Example
~~~~~~~~~~~~~~~
- :doc:`/tune/examples/horovod_simple`: Leverages the :ref:`Horovod-Tune <tune-integration-horovod>` integration to launch a distributed training + tuning job.
PyTorch Examples
~~~~~~~~~~~~~~~~