FastEstimator：面向快速原型设计与产品化的深度学习库
计算机视觉与模式识别
2019-11-20 v2 机器学习
摘要
随着最先进深度学习模型复杂度的逐月增长，实现、解释与可追溯性成为世界范围内 AI 从业者愈发沉重的负担。若干 AI 框架应运而生以遏制这一趋势，但该领域的稳步前进已开始考验它们的灵活性、表达力与易用性的边界。为应对这些关切，我们引入一个面向研究与工业、极具灵活性的高级开源深度学习框架。我们推出 FastEstimator。
引用
@article{arxiv.1910.04875,
title = {FastEstimator: A Deep Learning Library for Fast Prototyping and Productization},
author = {Xiaomeng Dong and Junpyo Hong and Hsi-Ming Chang and Michael Potter and Aritra Chowdhury and Purujit Bahl and Vivek Soni and Yun-Chan Tsai and Rajesh Tamada and Gaurav Kumar and Caroline Favart and V. Ratna Saripalli and Gopal Avinash},
journal= {arXiv preprint arXiv:1910.04875},
year = {2019}
}