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fixed-point arithmetic

6 papers

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Co-occurring keywords · papers mentioning both

model compression (5) network quantization (2) deep neural network (2) neural network training (2) memory footprint (1) hardware accelerator (1) mixed precision training (1) integer-only inference (1) dynamic range (1) adaptive precision (1)

Papers

Stepping Forward on the Last Mile NeurIPS 2024 F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization ICLR 2022 AQD: Towards Accurate Quantized Object Detection CVPR 2021 Training DNNs with Hybrid Block Floating Point NeurIPS 2018 Flexpoint: An Adaptive Numerical Format for Efficient Training of Deep Neural Networks NeurIPS 2017 Deep Learning with Limited Numerical Precision ICML 2015