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 16 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 23 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 10 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