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AFAIK GPU accelerated tensorflow via ROCm only works on Ubuntu (Linux), and Navi isn't even supported (https://github.com/RadeonOpenCompute/ROCm/issues/1306#issuecomment-734649569) so you're out of luck.
There is also https://github.com/microsoft/tensorflow-directml which should work on AMD. But I haven't used it since forever so I'm not sure of its current state.
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