AWS Deep Learning Containers for PyTorch Training 2.9 on SageMaker¶
AWS Deep Learning Containers for SageMaker are now available with PyTorch 2.9.
Announcements¶
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Introduced containers for PyTorch 2.9 for Training on SageMaker
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Added Python 3.12 support
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Added PyTorch domain libraries: torchtnt 0.2.4, torchdata 0.11.0, torchaudio 2.9.0, torchvision 0.24.0
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Added Ubuntu 22.04 support
Core Packages¶
| Package | Version |
|---|---|
| Python | 3.12.10 |
| PyTorch | 2.9.0 |
| TorchVision | 0.24.0 |
| TorchAudio | 2.9.0 |
| TorchData | 0.11.0 |
| TorchTNT | 0.2.4 |
Security Advisory¶
AWS recommends that customers monitor critical security updates in the AWS Security Bulletin.
Reference¶
Docker Image URIs¶
763104351884.dkr.ecr.us-west-2.amazonaws.com/pytorch-training:2.9.0-cpu-py312-ubuntu22.04-sagemaker
763104351884.dkr.ecr.us-west-2.amazonaws.com/pytorch-training:2.9-cpu-py312-ubuntu22.04-sagemaker-v1
763104351884.dkr.ecr.us-west-2.amazonaws.com/pytorch-training:2.9.0-cpu-py312
763104351884.dkr.ecr.us-west-2.amazonaws.com/pytorch-training:2.9-cpu-py312
public.ecr.aws/deep-learning-containers/pytorch-training:2.9.0-cpu-py312-ubuntu22.04-sagemaker
public.ecr.aws/deep-learning-containers/pytorch-training:2.9-cpu-py312-ubuntu22.04-sagemaker-v1
public.ecr.aws/deep-learning-containers/pytorch-training:2.9.0-cpu-py312
public.ecr.aws/deep-learning-containers/pytorch-training:2.9-cpu-py312