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DeepSpeed

Model Setup

.. toctree::
   :maxdepth: 2

   initialize
   inference-init

Training API

.. toctree::
   :maxdepth: 2

   training

Inference API

.. toctree::
   :maxdepth: 2

   inference-engine

Checkpointing API

.. toctree::
   :maxdepth: 2

   model-checkpointing
   activation-checkpointing


ZeRO API

.. toctree::
   :maxdepth: 2

   zero3



Transformer Kernel API

.. toctree::
   :maxdepth: 2

   kernel

Pipeline Parallelism

.. toctree::
   :maxdepth: 2

   pipeline

Optimizers

.. toctree::
   :maxdepth: 2

   optimizers

Learning Rate Schedulers

.. toctree::
   :maxdepth: 2

   schedulers

Flops Profiler

.. toctree::
   :maxdepth: 2

   flops-profiler


Memory Usage

.. toctree::
   :maxdepth: 2

   memory

Indices and tables