Jakoba Petri-Koenig | DeepAI

DeepAI

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Featured Co-authors

Ian Colbert
11 publications
Alessandro Pappalardo
3 publications

research

∙ 08/25/2023

A2Q: Accumulator-Aware Quantization with Guaranteed Overflow Avoidance

We present accumulator-aware quantization (A2Q), a novel weight quantiza...

0 Ian Colbert, et al. ∙

research

∙ 01/31/2023

Quantized Neural Networks for Low-Precision Accumulation with Guaranteed Overflow Avoidance

We introduce a quantization-aware training algorithm that guarantees avo...

0 Ian Colbert, et al. ∙