Accelerate computer vision training using GPU preprocessing with NVIDIA DALI on Amazon SageMaker

By Dustin Ward

AWS FeedAccelerate computer vision training using GPU preprocessing with NVIDIA DALI on Amazon SageMaker AWS customers are increasingly training and fine-tuning large computer vision (CV) models with hundreds of terabytes of data and millions of parameters. For example, advanced driver assistance systems (ADAS) train perception models to detect pedestrians, road signs, vehicles, traffic lights, and…

Enhancing Spinnaker deployment for dynamic AWS account registration

By Dustin Ward

AWS FeedEnhancing Spinnaker deployment for dynamic AWS account registration This post was written by Manabu McCloskey, Gaurav Dhamija, Nima Kaviani, Siddhi Shah, Kevin Kidd, Brandon Leach, and Shrirang Moghe. Multi-account Amazon Web Services (AWS) environments are a recommended best practice through which AWS customers can have clear separation of concerns across teams and applications where…