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AWS 机器学习· Shantanu Tripathi·· 8 hours agoSelectedAI score72

Amazon SageMaker Inference Supports NVIDIA MIG Hardware-Level GPU Partitioning

SageMaker Inference now supports Multi-Instance GPU to maximize GPU utilization for model endpoints

AI guide

Amazon SageMaker Inference announced support for hardware-level GPU partitioning powered by NVIDIA MIG, enabling users to divide a single physical GPU into up to seven isolated instances on managed endpoints to deploy different models.

Why it matters

Through managed hardware partitioning, developers can achieve isolated co-location of multiple models on a single GPU without maintaining their own clusters, providing a practical path toward fine-grained compute cost control.

Source:AWS 机器学习 · aws.amazon.com