QUANTIZATION METHOD AND APPARATUS FOR ARTIFICIAL NEURAL NETWORK

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QUANTIZATION METHOD AND APPARATUS FOR ARTIFICIAL NEURAL NETWORK

This abstract first appeared for US patent application 18811039 titled 'QUANTIZATION METHOD AND APPARATUS FOR ARTIFICIAL NEURAL NETWORK

Original Abstract Submitted

Provided are a quantization method and a quantization apparatus for an artificial neural network. The quantization method for the artificial neural network may include estimating sample scale factors of first sample parameters that are part of first parameters within the artificial neural network, determining a prediction scale factor based on the sample scale factors, and quantizing first parameters based on the prediction scale factor.