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add python amd advice and benchmarking

Laurie Stephey requested to merge lastephey/python-amd into main

First crack at providing advice to Python Perlmutter CPU users

Did some basic benchmarking-- we link to the benchmark and summarize the results

Addresses #250 (closed)

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