I have encountered problems with tf2.16 and tf2.17 and Python 3.12. GPU does not work for Python 3.11 either.
Try
tensorflow-macos==2.15
tensorflow-metal
bayerth
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Forgotten: Tensorflow-metal version 1.1.0