Faster Neural Network Training with Data Echoing

12 July 2019

Papers citing "Faster Neural Network Training with Data Echoing"

7 / 7 papers shown

Title
tf.data service: A Case for Disaggregating ML Input Data Processing Andrew Audibert Yangrui Chen D. Graur Ana Klimovic Jiří Šimša C. A. Thekkath 44 16 0 26 Oct 2022
Plumber: Diagnosing and Removing Performance Bottlenecks in Machine Learning Data Pipelines Michael Kuchnik Ana Klimovic Jiří Šimša Virginia Smith George Amvrosiadis 56 30 0 07 Nov 2021
Understanding Data Storage and Ingestion for Large-Scale Deep Recommendation Model Training Mark Zhao Niket Agarwal Aarti Basant B. Gedik Satadru Pan ... Kevin Wilfong Harsha Rastogi Carole-Jean Wu Christos Kozyrakis Parikshit Pol GNN 34 70 0 20 Aug 2021
Large-Scale Differentially Private BERT Rohan Anil Badih Ghazi Vineet Gupta Ravi Kumar Pasin Manurangsi 36 131 0 03 Aug 2021
Data augmentation in Bayesian neural networks and the cold posterior effect Seth Nabarro Stoil Ganev Adrià Garriga-Alonso Vincent Fortuin Mark van der Wilk Laurence Aitchison BDL 29 37 0 10 Jun 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
tf-Darshan: Understanding Fine-grained I/O Performance in Machine Learning Workloads Steven W. D. Chien Artur Podobas Ivy Bo Peng Stefano Markidis 16 11 0 10 Aug 2020