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_posts/2022-8-16-empowering-pytorch-on-intel-xeon-scalable-processors-with-bfloat16.md

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title: "Empowering PyTorch on Intel<sup>®</sup> Xeon<sup>®</sup> Scalable processors with Bfloat16"
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title: "Empowering PyTorch on Intel® Xeon® Scalable processors with Bfloat16"
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author: Mingfei Ma (Intel), Vitaly Fedyunin (Meta), Wei Wei (Meta)
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featured-img: '\assets\images\empowering-pytorch-on-intel-xeon-scalable-processors-with-bfloat16.png'
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- [The bfloat16 numerical format](https://cloud.google.com/tpu/docs/bfloat16?hl=en)
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- [https://pytorch.org/docs/master/amp.html#torch.autocast](https://pytorch.org/docs/master/amp.html#torch.autocast)
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- [Intel and Facebook Accelerate PyTorch Performance with 3rd Gen Intel® Xeon® Processors and Intel<sup>®</sup> Deep Learning Boost’s new BFloat16 capability](https://community.intel.com/t5/Blogs/Tech-Innovation/Artificial-Intelligence-AI/Intel-and-Facebook-Accelerate-PyTorch-Performance-with-3rd-Gen/post/1335659)
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- [Intel and Facebook Accelerate PyTorch Performance with 3rd Gen Intel® Xeon® Processors and Intel® Deep Learning Boost’s new BFloat16 capability](https://community.intel.com/t5/Blogs/Tech-Innovation/Artificial-Intelligence-AI/Intel-and-Facebook-Accelerate-PyTorch-Performance-with-3rd-Gen/post/1335659)

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