PinnedLin YuaninTowards Data ScienceChallenges of Machine Learning Platforms for Autonomous VehiclesAutonomous vehicles (AV) are the future of mobility. Thanks to recent technology breakthroughs, they no longer only exist in sci-fi movies…5 min read·Oct 6, 2022----
PinnedLin YuaninTowards Data ScienceA Brief History of Deep Learning FrameworksA survey of the deep learning frameworks and their future projection8 min read·Dec 8, 2020----
Lin YuanThe Future of MobilityFour years ago, when I joined Waymo, there were no autonomous vehicles operating on the streets of San Francisco. However, last year marked…3 min read·Jan 17, 2024----
Lin YuaninLevel Up CodingUnderstanding Pollux: Co-adaptive Cluster Scheduling for Goodput-Optimized Deep LearningReading Notes of Pollux: Co-adaptive Cluster Scheduling for Goodput-Optimized Deep Learning3 min read·Aug 12, 2021----
Lin YuaninTowards Data ScienceUnderstanding AdaSum: Adaptive Summation Method for Scaling Distributed TrainingML Reading Notes3 min read·May 2, 2021----
Lin YuaninTowards Data ScienceHow Much Does The Google Pay Promotion Cost?The math behind the $21 referral bonus3 min read·Dec 18, 2020----
Lin YuaninLevel Up CodingHow I Failed the FLAG InterviewsSome thoughts about mid-career transition8 min read·Aug 22, 2020--1--1
Lin YuanA Tale of Two Software IndustriesElectronic Design Automation (EDA) software is a set of tools and libraries that help semiconductor hardware engineers to design and/or…6 min read·Jun 10, 2020----
Lin YuaninApache MXNetFrom Three Hours to 25 Minutes: Our Journey of Optimizing Mask R-CNN Training Time Using Apache…Written by: Karan Jariwala, Jerry Zhang, Lin Yuan @ Amazon and Przemek Tredak @ NVIDIA12 min read·Apr 1, 2020----
Lin YuaninApache MXNetIntel MLSL Makes Distributed Training with MXNet FasterWritten by Lin Yuan @Amazon; Wuxun Zhang, Smorkalov Mikhail, Guokai Ma, Patric Zhao, Jason Ye @Intel7 min read·Dec 16, 2019----