AWS Deep Learning Containers for PyTorch Inference ARM64 2.6 on SageMaker¶
AWS Deep Learning Containers for SageMaker are now available with PyTorch 2.6.
Announcements¶
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Introduced containers for PyTorch 2.6.0 for Inference on SageMaker (ARM64)
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Added Python 3.12 support
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Starting with PyTorch 2.6, we are removing Conda from the DLCs and installing all Python packages from PyPI
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 |
| TorchServe | 0.12.0 |
| OpenMPI | 4.1.7 |
| SageMaker PyTorch Inference Toolkit | 2.0.25 |
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-inference-arm64:2.6.0-cpu-py312-ubuntu22.04-sagemaker
763104351884.dkr.ecr.us-west-2.amazonaws.com/pytorch-inference-arm64:2.6-cpu-py312-ubuntu22.04-sagemaker-v1
763104351884.dkr.ecr.us-west-2.amazonaws.com/pytorch-inference-arm64:2.6.0-cpu-py312
763104351884.dkr.ecr.us-west-2.amazonaws.com/pytorch-inference-arm64:2.6-cpu-py312
public.ecr.aws/deep-learning-containers/pytorch-inference-arm64:2.6.0-cpu-py312-ubuntu22.04-sagemaker
public.ecr.aws/deep-learning-containers/pytorch-inference-arm64:2.6-cpu-py312-ubuntu22.04-sagemaker-v1
public.ecr.aws/deep-learning-containers/pytorch-inference-arm64:2.6.0-cpu-py312
public.ecr.aws/deep-learning-containers/pytorch-inference-arm64:2.6-cpu-py312