Qualcomm Incorporated

David Edward Howard

David Jonathan Julian

Venkata Sreekanta Reddy Annapureddy

Dexu Lin

Somdeb Majumdar

William Richard Bell, Ii

Ii William Richard Bell

A method of quantizing a floating point machine learning network to obtain a fixed point machine learning network using a quantizer may include selecting at least one moment of an input distribution of the floating point machine learning network. The method may also include determining quantizer parameters for quantizing values of the floating point machine learning network based at least in part on the at least one selected moment of the input distribution of the floating point machine learning network to obtain corresponding values of the fixed point machine learning network.

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San Diego, CA, United States of America

David Edward Howard