AWS Deep Learning Containers for PyTorch Training 2.7 on SageMaker¶
AWS Deep Learning Containers for SageMaker are now available with PyTorch 2.7.
Announcements¶
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Introduced containers for PyTorch 2.7 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 2.7.1, torchvision 0.22.1
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Added CUDA 12.8, Ubuntu 22.04 support
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Added fastai 2.8.2 support
Core Packages¶
| Package | Version |
|---|---|
| Python | 3.12.10 |
| PyTorch | 2.7.1 |
| TorchVision | 0.22.1 |
| TorchAudio | 2.7.1 |
| TorchData | 0.11.0 |
| TorchTNT | 0.2.4 |
| CUDA | 12.8.0 |
| cuDNN | 9.7.1.26 |
| NCCL | 2.26.2 |
| EFA | 1.40.0 |
| Transformer Engine | 2.3 |
| Flash Attention | 2.7.4.post1 |
| GDRCopy | 2.5 |
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:2.7.1-gpu-py312-cu128-ubuntu22.04-sagemaker
763104351884.dkr.ecr.us-west-2.amazonaws.com/pytorch-training:2.7-gpu-py312-cu128-ubuntu22.04-sagemaker-v1
763104351884.dkr.ecr.us-west-2.amazonaws.com/pytorch-training:2.7.1-gpu-py312
763104351884.dkr.ecr.us-west-2.amazonaws.com/pytorch-training:2.7-gpu-py312
public.ecr.aws/deep-learning-containers/pytorch-training:2.7.1-gpu-py312-cu128-ubuntu22.04-sagemaker
public.ecr.aws/deep-learning-containers/pytorch-training:2.7-gpu-py312-cu128-ubuntu22.04-sagemaker-v1
public.ecr.aws/deep-learning-containers/pytorch-training:2.7.1-gpu-py312
public.ecr.aws/deep-learning-containers/pytorch-training:2.7-gpu-py312