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May, 2022
在Graphcore IPUs内部进行机密的机器学习
Confidential Machine Learning within Graphcore IPUs
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Kapil Vaswani, Stavros Volos, Cédric Fournet, Antonio Nino Diaz, Ken Gordon...
TL;DR
本文介绍了IPU Trusted Extensions (ITX),这是Graphcore人工智能加速器中一组实验性的硬件扩展,使得其可以在保证低性能开销的情况下实现强大的机密性和完整性保证,并支持多方培训等功能。
Abstract
We present
ipu trusted extensions
(ITX), a set of experimental hardware extensions that enable
trusted execution environments
in Graphcore's AI accelerators. ITX enables the execution of AI workloads with strong
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