DeepSZ: A Novel Framework to Compress Deep Neural Networks by Using
Error-Bounded Lossy Compression

DeepSZ: A Novel Framework to Compress Deep Neural Networks by Using Error-Bounded Lossy Compression

26 January 2019

Dingwen Tao

Franck Cappello

Papers citing "DeepSZ: A Novel Framework to Compress Deep Neural Networks by Using Error-Bounded Lossy Compression"

10 / 10 papers shown

Title
Deep Dict: Deep Learning-based Lossy Time Series Compressor for IoT Data Jinxin Liu P. Djukic Michel Kulhandjian B. Kantarci 14 2 0 18 Jan 2024
Hierarchical Autoencoder-based Lossy Compression for Large-scale High-resolution Scientific Data Hieu Le Jián Tao AI4CE 29 2 0 09 Jul 2023
Get More for Less in Decentralized Learning Systems Akash Dhasade Anne-Marie Kermarrec Rafael Pires Rishi Sharma Milos Vujasinovic Jeffrey Wigger 34 7 0 07 Jun 2023
TDC: Towards Extremely Efficient CNNs on GPUs via Hardware-Aware Tucker Decomposition Lizhi Xiang Miao Yin Chengming Zhang Aravind Sukumaran-Rajam P. Sadayappan Bo Yuan Dingwen Tao 3DV 27 8 0 07 Nov 2022
Fixed-Point Code Synthesis For Neural Networks Hanane Benmaghnia M. Martel Yassamine Seladji MQ 21 5 0 04 Feb 2022
COMET: A Novel Memory-Efficient Deep Learning Training Framework by Using Error-Bounded Lossy Compression Sian Jin Chengming Zhang Xintong Jiang Yunhe Feng Hui Guan Guanpeng Li Shuaiwen Leon Song Dingwen Tao 30 23 0 18 Nov 2021
Exploring Autoencoder-based Error-bounded Compression for Scientific Data Jinyang Liu Sheng Di Kai Zhao Sian Jin Dingwen Tao Xin Liang Zizhong Chen Franck Cappello 22 49 0 25 May 2021
A Novel Memory-Efficient Deep Learning Training Framework via Error-Bounded Lossy Compression Sian Jin Guanpeng Li Shuaiwen Leon Song Dingwen Tao AI4CE 29 12 0 18 Nov 2020
cuSZ: An Efficient GPU-Based Error-Bounded Lossy Compression Framework for Scientific Data Jiannan Tian Sheng Di Kai Zhao Cody Rivera Megan Hickman Fulp ... Sian Jin Xin Liang Jon C. Calhoun Dingwen Tao Franck Cappello 8 82 0 19 Jul 2020
FT-CNN: Algorithm-Based Fault Tolerance for Convolutional Neural Networks Kai Zhao Sheng Di Sihuan Li Xin Liang Yujia Zhai Jieyang Chen Kaiming Ouyang Franck Cappello Zizhong Chen 30 80 0 27 Mar 2020