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4021124 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 | Distributed Training APIs
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SageMaker distributed training libraries offer both data parallel and model parallel training strategies.
They combine software and hardware technologies to improve inter-GPU and inter-node communications.
They extend SageMaker’s training capabilities with built-in options that require only small code changes to your training scripts.
.. _sdp_api_docs_toc:
The SageMaker Distributed Data Parallel Library
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.. toctree::
:maxdepth: 2
smd_data_parallel
sdp_versions/latest
smd_data_parallel_use_sm_pysdk
smd_data_parallel_release_notes/smd_data_parallel_change_log
.. _smp_api_docs_toc:
The SageMaker Distributed Model Parallel Library
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
.. toctree::
:maxdepth: 2
smd_model_parallel
smp_versions/latest
smd_model_parallel_general
smd_model_parallel_release_notes/smd_model_parallel_change_log
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