AWS Deep Learning Containers for PyTorch Training 2.6 on EC2, ECS, EKS¶
AWS Deep Learning Containers for EC2, ECS, EKS are now available with PyTorch 2.6.
Announcements¶
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Introduced containers for PyTorch 2.6 for Training on EC2, ECS, EKS
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Starting with PyTorch 2.6, we are removing Conda from the DLCs and installing all Python packages from PyPI
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Added Python 3.12, CUDA 12.6, Ubuntu 22.04 support
Core Packages¶
| Package | Version |
|---|---|
| Python | 3.12.8 |
| PyTorch | 2.6.0 |
| TorchVision | 0.21.0 |
| TorchAudio | 2.6.0 |
| TorchText | 0.18.0 |
| TorchData | 0.10.1 |
| CUDA | 12.6.3 |
| cuDNN | 9.7.0.66 |
| NCCL | 2.23.4 |
| EFA | 1.38.0 |
| Transformer Engine | 2.0 |
| Flash Attention | 2.7.3 |
| 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:2.6.0-gpu-py312-cu126-ubuntu22.04-ec2
763104351884.dkr.ecr.us-west-2.amazonaws.com/pytorch-training:2.6-gpu-py312-cu126-ubuntu22.04-ec2-v1
763104351884.dkr.ecr.us-west-2.amazonaws.com/pytorch-training:2.6.0-gpu-py312-ec2
763104351884.dkr.ecr.us-west-2.amazonaws.com/pytorch-training:2.6-gpu-py312-ec2
public.ecr.aws/deep-learning-containers/pytorch-training:2.6.0-gpu-py312-cu126-ubuntu22.04-ec2
public.ecr.aws/deep-learning-containers/pytorch-training:2.6-gpu-py312-cu126-ubuntu22.04-ec2-v1
public.ecr.aws/deep-learning-containers/pytorch-training:2.6.0-gpu-py312-ec2
public.ecr.aws/deep-learning-containers/pytorch-training:2.6-gpu-py312-ec2