PyTorch Deep Learning Containers

Below are the release notes for PyTorch Deep Learning Containers:

Version	Type	Service	Architecture	Release Note
2.9	Training	SageMaker	X86	AWS Deep Learning Containers for PyTorch 2.9 (Training on SageMaker AI): December 12, 2025
2.9	Training	EC2 ECS EKS	X86	AWS Deep Learning Containers for PyTorch 2.9 (Training on EC2, ECS, and EKS): December 12, 2025
2.8	Training	SageMaker	X86	AWS Deep Learning Containers for PyTorch 2.8 (Training on SageMaker AI): September 13, 2025
2.8	Training	EC2 ECS EKS	X86	AWS Deep Learning Containers for PyTorch 2.8 (Training on EC2, ECS, and EKS): September 13, 2025
2.7	Training	SageMaker	X86	AWS Deep Learning Containers for PyTorch 2.7 (Training on SageMaker AI): June 13, 2025
2.7	Training	EC2 ECS EKS	X86	AWS Deep Learning Containers for PyTorch 2.7 (Training on EC2, ECS, and EKS): June 13, 2025
2.7	Training	EC2	Arm64	AWS Deep Learning Containers for PyTorch 2.7 ARM64 (Training on EC2): June 4, 2025
2.6	Training	EC2 ECS EKS	X86	AWS Deep Learning Containers for PyTorch 2.6 (Training on EC2, ECS, and EKS): March 12, 2025
2.6	Training	SageMaker	X86	AWS Deep Learning Containers for PyTorch 2.6 (Training on SageMaker AI): March 12, 2025
2.6	Inference	EC2 ECS EKS	X86	AWS Deep Learning Containers for PyTorch 2.6 (Inference on EC2, ECS, and EKS): February 27, 2025
2.6	Inference	SageMaker	X86	AWS Deep Learning Containers for PyTorch 2.6 (Inference on SageMaker AI): February 27, 2025
2.6	Inference	EC2 ECS EKS	Arm64	AWS Deep Learning Containers for PyTorch 2.6 ARM64 (Inference on EC2, ECS, and EKS): February 24, 2025
2.6	Inference	SageMaker	Arm64	AWS Deep Learning Containers for PyTorch 2.6 ARM64 (Inference on SageMaker AI): February 24, 2024

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Document Conventions

vLLM DLC on EC2

PyTorch 2.9 Training on SageMaker