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Jeff Rasley 734d8991c8 Transformer kernel release (#242)
* Transformer kernels release

Co-authored-by: Shaden Smith <ShadenTSmith@gmail.com>
Co-authored-by: Elton Zheng <eltonz@microsoft.com>
Co-authored-by: Reza Yazdani <reyazda@microsoft.com>
Co-authored-by: RezaYazdaniAminabadi <44502768+RezaYazdaniAminabadi@users.noreply.github.com>
Co-authored-by: Tunji Ruwase <olruwase@microsoft.com>
Co-authored-by: Shaden Smith <ShadenTSmith@gmail.com>
Co-authored-by: Shaden Smith <Shaden.Smith@microsoft.com>
Co-authored-by: Samyam Rajbhandari <samyamr@microsoft.com>
Co-authored-by: Shaden Smith <ShadenTSmith@gmail.com>
Co-authored-by: Jeff Rasley <jerasley@microsoft.com>
Co-authored-by: Samyam Rajbhandari <samyamr@microsoft.com>
Co-authored-by: Shaden Smith <ShadenTSmith@gmail.com>
Co-authored-by: Elton Zheng <eltonz@microsoft.com>
Co-authored-by: Reza Yazdani <reyazda@microsoft.com>
Co-authored-by: RezaYazdaniAminabadi <44502768+RezaYazdaniAminabadi@users.noreply.github.com>
Co-authored-by: Tunji Ruwase <olruwase@microsoft.com>
Co-authored-by: Shaden Smith <Shaden.Smith@microsoft.com>
Co-authored-by: Samyam Rajbhandari <samyamr@microsoft.com>
2020-05-29 13:15:36 -07:00

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Transformer Kernels
===================
The transformer kernel API in DeepSpeed can be used to create BERT transformer layer for
more efficient pre-training and fine-tuning, it includes the transformer layer configurations and
transformer layer module initialization.
Here we present the transformer kernel API.
Please see the `BERT pre-training tutorial <https://www.deepspeed.ai/tutorials/bert-pretraining/>`_ for usage details.
DeepSpeed Transformer Config
----------------------------
.. autoclass:: deepspeed.DeepSpeedTransformerConfig
DeepSpeed Transformer Layer
----------------------------
.. autoclass:: deepspeed.DeepSpeedTransformerLayer