Profiling and Improving the PyTorch Dataloader for high-latency Storage: A Technical Report

9 November 2022

Papers citing "Profiling and Improving the PyTorch Dataloader for high-latency Storage: A Technical Report"

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 47 0 0 16 Apr 2024
On Efficient Training of Large-Scale Deep Learning Models: A Literature Review Li Shen Yan Sun Zhiyuan Yu Liang Ding Xinmei Tian Dacheng Tao VLM 24 39 0 07 Apr 2023
Importance of Data Loading Pipeline in Training Deep Neural Networks Mahdi Zolnouri Xinlin Li V. Nia 41 16 0 21 Apr 2020
TorchIO: A Python library for efficient loading, preprocessing, augmentation and patch-based sampling of medical images in deep learning Fernando Pérez-García Rachel Sparks Sébastien Ourselin MedIm LM&MA 135 426 0 09 Mar 2020