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    <title>Xdna2 on Greg Herlein</title>
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    <description>Recent content in Xdna2 on Greg Herlein</description>
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    <copyright>&amp;copy; 2018-2026. All rights reserved.</copyright>
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      <title>The NPU Works. The Compiler Doesn&#39;t.</title>
      <link>https://blog.herlein.com/post/npu-works-compiler-doesnt/</link>
      <pubDate>Tue, 29 Sep 2026 00:00:01 -0800</pubDate>
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      <description>&lt;p&gt;I wanted a cheap, low-power, always-on person detector. Of course, I&amp;rsquo;m building this on a BrightSign XT5 player (more on that later).  But since a friend said he was using a Beelink SER9 with a AMD Ryzen AI NPU (~50 TOPS) I thought I&amp;rsquo;d check it out. Can it actually run the detector? Short answer, as of today: &lt;strong&gt;no — and the reason is not the part you&amp;rsquo;d expect.&lt;/strong&gt;&lt;/p&gt;</description>
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