SwiftTron: An Efficient Hardware Accelerator for Quantized Transformers

8 April 2023

Papers citing "SwiftTron: An Efficient Hardware Accelerator for Quantized Transformers"

9 / 9 papers shown

Title
Shrinking the Giant : Quasi-Weightless Transformers for Low Energy Inference Shashank Nag Alan T. L. Bacellar Zachary Susskind Anshul Jha Logan Liberty ... Krishnan Kailas P. Lima Neeraja J. Yadwadkar F. M. G. França L. John 33 0 0 04 Nov 2024
From Algorithm to Hardware: A Survey on Efficient and Safe Deployment of Deep Neural Networks Xue Geng Zhe Wang Chunyun Chen Qing Xu Kaixin Xu ... Zhenghua Chen M. Aly Jie Lin Min-man Wu Xiaoli Li 31 1 0 09 May 2024
TinyCL: An Efficient Hardware Architecture for Continual Learning on Autonomous Systems Eugenio Ressa Alberto Marchisio Maurizio Martina Guido Masera Muhammad Shafique 32 0 0 15 Feb 2024
Stochastic Spiking Attention: Accelerating Attention with Stochastic Computing in Spiking Networks Zihang Song Prabodh Katti Osvaldo Simeone Bipin Rajendran 16 2 0 14 Feb 2024
BETA: Binarized Energy-Efficient Transformer Accelerator at the Edge Yuhao Ji Chao Fang Zhongfeng Wang 27 3 0 22 Jan 2024
Auxiliary Features-Guided Super Resolution for Monte Carlo Rendering Qiqi Hou Feng Liu SupR 13 4 0 20 Oct 2023
I-ViT: Integer-only Quantization for Efficient Vision Transformer Inference Zhikai Li Qingyi Gu MQ 46 94 0 04 Jul 2022
I-BERT: Integer-only BERT Quantization Sehoon Kim A. Gholami Z. Yao Michael W. Mahoney Kurt Keutzer MQ 86 336 0 05 Jan 2021
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 294 6,943 0 20 Apr 2018