FlexBlock: A Flexible DNN Training Accelerator with Multi-Mode Block
Floating Point Support

FlexBlock: A Flexible DNN Training Accelerator with Multi-Mode Block Floating Point Support

13 March 2022

Papers citing "FlexBlock: A Flexible DNN Training Accelerator with Multi-Mode Block Floating Point Support"

9 / 9 papers shown

Title
Dynamic Tsetlin Machine Accelerators for On-Chip Training at the Edge using FPGAs Gang Mao Tousif Rahman Sidharth Maheshwari Bob Pattison Zhuang Shao R. Shafik Alex Yakovlev 29 0 0 28 Apr 2025
Anda: Unlocking Efficient LLM Inference with a Variable-Length Grouped Activation Data Format Chao Fang Man Shi Robin Geens Arne Symons Zhongfeng Wang Marian Verhelst 69 0 0 24 Nov 2024
BitQ: Tailoring Block Floating Point Precision for Improved DNN Efficiency on Resource-Constrained Devices Yongqi Xu Yujian Lee Gao Yi Bosheng Liu Yucong Chen Peng Liu Jigang Wu Xiaoming Chen Yinhe Han MQ 31 0 0 25 Sep 2024
DaCapo: Accelerating Continuous Learning in Autonomous Systems for Video Analytics Yoonsung Kim Changhun Oh Jinwoo Hwang Wonung Kim Seongryong Oh Yubin Lee Hardik Sharma Amir Yazdanbakhsh Jongse Park 33 7 0 21 Mar 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
Number Systems for Deep Neural Network Architectures: A Survey Ghada Alsuhli Vasileios Sakellariou H. Saleh Mahmoud Al-Qutayri Baker Mohammad T. Stouraitis 11 3 0 11 Jul 2023
Accuracy Booster: Enabling 4-bit Fixed-point Arithmetic for DNN Training Simla Burcu Harma Canberk Sonmez Nicholas Sperry Babak Falsafi Martin Jaggi Yunho Oh MQ 34 4 0 19 Nov 2022
LightNorm: Area and Energy-Efficient Batch Normalization Hardware for On-Device DNN Training Seock-Hwan Noh Junsang Park Dahoon Park Jahyun Koo Jeik Choi Jaeha Kung 14 9 0 04 Nov 2022
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 950 20,561 0 17 Apr 2017