Amazon ECS now supports GPU sharing with NVIDIA Multi-Process Service (MPS)
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This article announces GPU sharing support in Amazon ECS using NVIDIA Multi-Process Service (MPS), enabling multiple tasks to run on a single GPU.
- Run multiple ECS tasks concurrently on a single NVIDIA GPU
- Increase GPU utilization for workloads like inference, simulations, and multi-model serving
- Define GPU memory per container and optionally set maximum GPU compute share
- Supported on ECS Managed Instances and ECS on EC2
- ECS monitors MPS daemon and automatically replaces unhealthy instances
- Available in all AWS commercial and GovCloud regions
GPU sharing enables better resource efficiency by packing more workloads onto each GPU without code changes.
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