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Use the official name "Databricks Runtime 5.0 ML"
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python/sparkdl/horovod/runner_base.py

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@@ -26,10 +26,10 @@ class HorovodRunner(object):
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"""
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HorovodRunner runs distributed deep learning training jobs using Horovod.
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On Databricks Runtime for Machine Learning 5.0+, it launches the Horovod job as a distributed
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Spark job. It makes running Horovod easy on Databricks by managing the cluster setup and
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integrating with Spark. Check out Databricks documentation to view end-to-end examples and
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performance tuning tips.
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On Databricks Runtime 5.0 ML and above, it launches the Horovod job as a distributed Spark job.
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It makes running Horovod easy on Databricks by managing the cluster setup and integrating with
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Spark.
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Check out Databricks documentation to view end-to-end examples and performance tuning tips.
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The open-source version only runs the job locally inside the same Python process,
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which is for local development only.
@@ -41,7 +41,7 @@ class HorovodRunner(object):
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def __init__(self, np):
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"""
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:param np: number of parallel processes to use for the Horovod job.
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This argument only takes effect on Databricks Runtime for Machine Learning 5.0+.
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This argument only takes effect on Databricks Runtime 5.0 ML and above.
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It is ignored in the open-source version.
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Accepted values are:
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@@ -67,7 +67,7 @@ def run(self, main, **kwargs):
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Runs a Horovod training job invoking main(**kwargs).
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The open-source version only invokes main(**kwargs) inside the same Python process.
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On Databricks Runtime for Machine Learning 5.0+, it will launch the Horovod job based on the
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On Databricks Runtime 5.0 ML and above, it will launch the Horovod job based on the
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documented behavior of `np`. Both the main function and the keyword arguments are
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serialized using cloudpickle and distributed to cluster workers.
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