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Getting peak TOPS on a Ryzen AI 7 350 NPU

This article explores how the Ryzen AI 7 350 NPU achieves its peak 50 TOPS performance. It details AMD NPU generations, the AIE-MLv2 architecture, and the conditions required to reach the theoretical maximum. The author successfully wrote a small application that hit 50 TOPS, demonstrating hardware capabilities.

SourceHacker News AIAuthor: tverbeure
Getting peak TOPS on a Ryzen AI 7 350 NPU
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Under the source content permission, this page provides an editorial summary, key points, and a link to the original article.

Key points and analysis

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Key points

  • The Ryzen AI 7 350 NPU is based on XDNA2 architecture with 32 compute tiles, marketed as 50 TOPS.
  • Peak TOPS requires int8 data, data in local memory, and efficient VLIW code.
  • The author achieved 50 TOPS with a custom kernel, verifying hardware potential.

Highlights and analysis are generated automatically and may contain errors. Check the original source.

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