Sparse large models use under one-tenth the energy of dense equivalents, and datacenter plus processor choices can lower CO2e by 100-1000X.
used the US average CO 2 per kilowatt hour (KWh) as calculated by the U.S
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Carbon Emissions and Large Neural Network Training
Sparse large models use under one-tenth the energy of dense equivalents, and datacenter plus processor choices can lower CO2e by 100-1000X.