Efficient Memory Management for GPU-based Deep Learning Systems

19 February 2019

Papers citing "Efficient Memory Management for GPU-based Deep Learning Systems"

5 / 5 papers shown

Title
Angel-PTM: A Scalable and Economical Large-scale Pre-training System in Tencent Xiaonan Nie Yi Liu Fangcheng Fu Jinbao Xue Dian Jiao Xupeng Miao Yangyu Tao Bin Cui MoE 31 17 0 06 Mar 2023
Survey on Large Scale Neural Network Training Julia Gusak Daria Cherniuk Alena Shilova A. Katrutsa Daniel Bershatsky ... Lionel Eyraud-Dubois Oleg Shlyazhko Denis Dimitrov Ivan Oseledets Olivier Beaumont 27 10 0 21 Feb 2022
Harmony: Overcoming the Hurdles of GPU Memory Capacity to Train Massive DNN Models on Commodity Servers Youjie Li Amar Phanishayee D. Murray Jakub Tarnawski N. Kim 19 19 0 02 Feb 2022
ZeRO-Offload: Democratizing Billion-Scale Model Training Jie Ren Samyam Rajbhandari Reza Yazdani Aminabadi Olatunji Ruwase Shuangyang Yang Minjia Zhang Dong Li Yuxiong He MoE 177 417 0 18 Jan 2021
Streaming convolutional neural networks for end-to-end learning with multi-megapixel images H. Pinckaers Bram van Ginneken G. Litjens MedIm 27 94 0 11 Nov 2019