EclecticLight的博客文章对M1芯片里的神经引擎(ANE) 做了一番研究,得出以下结论:
- Visual Look Up on M1 series Macs consistently uses the Apple Neural Engine.
- VLU’s call chain is through
mediaanalysisd, which uses Espresso to manage the ANE. Espresso is also used on Intel Macs to manage neural networks run on their CPU cores. - Maximum power drawn by the ANE was 49 mW, which is low even in comparison to that required by E cores.
- The ANE reached high peak (memory) read and write rates of 232 and 167 MB/s during use.
- BNNS functions may be run entirely on CPU cores, even when they appear suitable for the ANE, and the ANE is available.
powermetricsis the tool of choice for observing ANE activity; indeed, it appears to be the only tool.
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