SMAC is a powerful, yet easy to use MAC address changer for Windows systems, regardless of whether the manufacturers allow this option or not. The new MAC addresses you change will sustain from reboots. Using this I made a random address and restarted the adapter. Still didn't work and it wouldn't connect to router and ethernet.
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Ensure that the gcc used to compile the pyrfr is the same as used for linking during execution. This often happens with Anaconda — see Installation for a solution. Make sure that your algorithm accepts commandline options as provided by SMAC. Refer to commandline execution for details on how to wrap your algorithm.