Progressive Compressed Records: Taking a Byte out of Deep Learning Data

1 November 2019

Papers citing "Progressive Compressed Records: Taking a Byte out of Deep Learning Data"

4 / 4 papers shown

Title
I/O in Machine Learning Applications on HPC Systems: A 360-degree Survey Noah Lewis J. L. Bez Suren Byna 62 0 0 16 Apr 2024
Plumber: Diagnosing and Removing Performance Bottlenecks in Machine Learning Data Pipelines Michael Kuchnik Ana Klimovic Jiří Šimša Virginia Smith George Amvrosiadis 69 30 0 07 Nov 2021
tf.data: A Machine Learning Data Processing Framework D. Murray Jiří Šimša Ana Klimovic Ihor Indyk PINN AI4CE LMTD 47 87 0 28 Jan 2021
Shield: Fast, Practical Defense and Vaccination for Deep Learning using JPEG Compression Nilaksh Das Madhuri Shanbhogue Shang-Tse Chen Fred Hohman Siwei Li Li-Wei Chen Michael E. Kounavis Duen Horng Chau FedML AAML 45 225 0 19 Feb 2018