The mcelog binary parses /proc/cpuinfo to find out the details of the current running system.
At the time the i686 and x86_64 architectures were architectures supported by the tool. It has support for Intel and AMD processors. Below is a table of supported CPUs for Red Hat Enterprise Linux at the time of writing.
Red Hat Enterprise Linux 4
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