S
Skirmantas Kligys
Researcher at Google
Publications - 3
Citations - 2115
Skirmantas Kligys is an academic researcher from Google. The author has contributed to research in topics: Deep learning & Inference. The author has an hindex of 3, co-authored 3 publications receiving 1071 citations.
Papers
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Proceedings ArticleDOI
Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference
Benoit Jacob,Skirmantas Kligys,Bo Chen,Menglong Zhu,Matthew Tang,Andrew Howard,Hartwig Adam,Dmitry Kalenichenko +7 more
TL;DR: A quantization scheme is proposed that allows inference to be carried out using integer- only arithmetic, which can be implemented more efficiently than floating point inference on commonly available integer-only hardware.
Posted Content
Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference
Benoit Jacob,Skirmantas Kligys,Bo Chen,Menglong Zhu,Matthew Tang,Andrew Howard,Hartwig Adam,Dmitry Kalenichenko +7 more
TL;DR: In this article, the authors proposed a quantization scheme that allows inference to be carried out using integer-only arithmetic, which can be implemented more efficiently than floating-point inference on commonly available integer only hardware.
Patent
Evaluating keyword performance
TL;DR: In this article, a set of one or more keywords may be associated with the advertisements and a performance metric for the set of keywords was determined using the history data, as well as a confidence interval for the performance metric.