92% Boost: HiSD Trains Neural Networks With Fewer Resources
New model training approach HiSD improves neural network efficiency by 92% on NuScenes dataset with fewer resources & better representations.
This is a Plain English Papers summary of a research paper called Breakthrough Training Method Improves Neural Network Efficiency by 92% While Using Fewer Resources. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter. Overview HiSD: A new model training approach that improves early layer embeddings Uses self-distillation hierarchically across multiple points in a model Achieves strong performance with 92% improvement on NuScenes dataset Produces better representations with less compute and fewer parameters Enables creation of multiple "checkpoin...