Why can't this be marked as solved so the answer can appear at the top? The M1 is a UMA device -- not a NUMA. A central point of this SOC is its unified memory. This message just says that Tensorflow recognizes that it's not a non-unified memory architecture system. Then it chooses the appropriate UMA algorithms. How does this forum help if answers are buried in noise? Stack Overflow does a better job.
MikeBee
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Apple Silicon is UMA, Unified Memory Architecture. This annoying message is just telling you that you are running on Apple Silicon. So ignore it.
Changing the version of tensorflow-metal didn't help. It made my jupyter kernel restart. This is why I use pytorch. It works.