Here is the only solution that worked for me: conda create --name tf_metal python=3.9 conda activate tf_metal conda install -c apple tensorflow-deps pip install tensorflow-macos pip install tensorflow-metal

I have the same issue on a M4 Pro MBP, tried from python 3.9 to 3.12 with every version and all of them produce the same issue. Please try to fix.