CSWAP: A Self-Tuning Compression Framework for Accelerating Tensor Swapping in GPUs

Author:

Chen Ping,He Shuibing,Zhang Xuechen,Chen Shuaiben,Hong Peiyi,Yin Yanlong,Sun Xian-He,Chen Gang

Funder

National Science Foundation

Ministry of Education

Publisher

IEEE

Cited by 5 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Fastensor: Optimise the Tensor I/O Path from SSD to GPU for Deep Learning Training;ACM Transactions on Architecture and Code Optimization;2023-12-14

2. Neighbor Graph Based Tensor Recovery For Accurate Internet Anomaly Detection;IEEE Transactions on Parallel and Distributed Systems;2023-02-01

3. iCache: An Importance-Sampling-Informed Cache for Accelerating I/O-Bound DNN Model Training;2023 IEEE International Symposium on High-Performance Computer Architecture (HPCA);2023-02

4. Accelerating Tensor Swapping in GPUs With Self-Tuning Compression;IEEE Transactions on Parallel and Distributed Systems;2022-12-01

5. HOME: A Holistic GPU Memory Management Framework for Deep Learning;IEEE Transactions on Computers;2022

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