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src/sagemaker/tensorflow/README.rst
@@ -235,7 +235,8 @@ To enable parameter server training:
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Training with Horovod
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-Horovod is a distributed training framework based on MPI. You can find more details at `Horovod README <https://github.com/uber/horovod>`__.
+Horovod is a distributed training framework based on MPI. Horovod is only available with TensorFlow version ``1.12`` or newer.
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+You can find more details at `Horovod README <https://github.com/uber/horovod>`__.
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The container sets up the MPI environment and executes the ``mpirun`` command enabling you to run any Horovod
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training script with Script Mode.
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