Automating Generation of Low Precision Deep Learning Operators

25 October 2018

Papers citing "Automating Generation of Low Precision Deep Learning Operators"

6 / 6 papers shown

Title
Cost-Driven Hardware-Software Co-Optimization of Machine Learning Pipelines Ravit Sharma W. Romaszkan Feiqian Zhu Puneet Gupta Ankur Mehta 87 0 0 11 Oct 2023
DeepliteRT: Computer Vision at the Edge Saad Ashfaq Alexander Hoffman Saptarshi Mitra Sudhakar Sah Mohammadhossein Askarihemmat Ehsan Saboori VLM MQ 116 1 0 19 Sep 2023
Towards Hardware-Specific Automatic Compression of Neural Networks Torben Krieger Bernhard Klein Holger Fröning MQ 71 2 0 15 Dec 2022
Bit-serial Weight Pools: Compression and Arbitrary Precision Execution of Neural Networks on Resource Constrained Processors Shurui Li Puneet Gupta MQ 58 5 0 25 Jan 2022
Understanding Cache Boundness of ML Operators on ARM Processors Bernhard Klein Christoph Gratl Manfred Mücke Holger Fröning MQ 58 1 0 01 Feb 2021
AQD: Towards Accurate Fully-Quantized Object Detection Peng Chen Jing Liu Bohan Zhuang Mingkui Tan Chunhua Shen MQ 97 9 0 14 Jul 2020