QuAKE approximates exponential activation functions using IEEE-754 bit manipulation, giving 10 to 45 percent faster CPU inference with negligible accuracy loss.
Multilayer fee dforward networks are universal approximators,
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QuAKE: Speeding up Model Inference Using Quick and Approximate Kernels for Exponential Non-Linearities
QuAKE approximates exponential activation functions using IEEE-754 bit manipulation, giving 10 to 45 percent faster CPU inference with negligible accuracy loss.