I had exactly the issue. I downgraded to
conda install -c apple tensorflow-deps==2.9.0
python -m pip install tensorflow-macos==2.9.0
python -m pip install tensorflow-metal==0.5.0
with Python==3.18.6, and works great in my new MAC M1 MAX!
Hope it works for you.
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In my new MAC M1.
1)I installed the Minoforge3 (bash Miniforge3-MacOSX-arm64.sh)
2 Initialized a conda base environment (conda init)
3) Installed numpy properly:
conda install numpy "libblas=*=*accelerate"
And then the suggested benchmark runs in 1.07172 secs