PinnedLin YuanAutonomous Vehicle: a Compound AI SystemAI took the spotlight in 2023 once again, largely due to the success of ChatGPT, which is built on top of a pre-trained foundation model…Jun 4Jun 4
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…Oct 6, 2022Oct 6, 2022
PinnedLin YuaninTowards Data ScienceA Brief History of Deep Learning FrameworksA survey of the deep learning frameworks and their future projectionDec 8, 2020Dec 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…Jan 17Jan 17
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 LearningAug 12, 2021Aug 12, 2021
Lin YuaninTowards Data ScienceUnderstanding AdaSum: Adaptive Summation Method for Scaling Distributed TrainingML Reading NotesMay 2, 2021May 2, 2021
Lin YuaninTowards Data ScienceHow Much Does The Google Pay Promotion Cost?The math behind the $21 referral bonusDec 18, 2020Dec 18, 2020
Lin YuaninLevel Up CodingHow I Failed the FLAG InterviewsSome thoughts about mid-career transitionAug 22, 20201Aug 22, 20201
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…Jun 10, 2020Jun 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 @ NVIDIAApr 1, 2020Apr 1, 2020
