A synthesis of six studies shows model quantization costs a little accuracy but reliably cuts storage, latency, and energy use, and demonstrates a structured synthesis method on data-driven software engineering studies.
The who, what, how of software engineering research: A socio-technical framework,
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Aggregating empirical evidence from data strategy studies: a case on model quantization
A synthesis of six studies shows model quantization costs a little accuracy but reliably cuts storage, latency, and energy use, and demonstrates a structured synthesis method on data-driven software engineering studies.