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How would you calculate carbon emissions of software?

If I have a compute intensive piece of software that I optimize and I cut the compute time in half, how would I go about calculating the carbon emissions I have saved?

I guess I can take the compute time saved over a certain period, multiply with the energy use, and take the carbon emissions of the energy used into account?