# AWS Deep Learning OSS AMI ARM64 AMI GPU Pytorch 2.9 (Ubuntu 24.04)
<a name="aws-deep-learning-arm64-gpu-pytorch-2.9-ubuntu-24-04"></a>

**Note**  
For detailed software package information, please refer to the individual release notes pages linked below

For help getting started, see [Getting started with DLAMI](getting-started.md).

##### Notices
<a name="notices-arm64-gpu-pytorch-2.9-ubuntu-24-04"></a>
+  Starting with PyTorch 2.9, CUDA and related libraries are now located within the Pytorch virtual environment found in `/opt/pytorch/cuda` instead of being installed at the system level. This change reduces the image size while maintaining full CUDA functionality. Please ensure that the PyTorch virtual environment is activated to utilize CUDA using `source /opt/pytorch/bin/activate` 

##### AMI Name Format
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+ Deep Learning ARM64 OSS Nvidia Driver AMI GPU PyTorch 2.9 (Ubuntu 24.04) \$1\$1YYYY-MM-DD\$1

##### SSM Parameter Query
<a name="ssm-param-arm64-gpu-pytorch-2.9-ubuntu-24-04"></a>

 **Please use the following Public SSM Parameter Query to find the latest DLAMI: ** 

```
aws ssm get-parameter --region us-east-1 \
    --name /aws/service/deeplearning/ami/arm64/oss-nvidia-driver-gpu-pytorch-2.9-ubuntu-24.04/latest/ami-id \
    --query "Parameter.Value" \
    --output text
```

##### AWSCLI Query
<a name="awscli-arm64-gpu-pytorch-2.9-ubuntu-24-04"></a>

 **Please use the following AWS Query to find the latest DLAMI: ** 

```
aws ec2 describe-images --region us-east-1 --owners amazon --filters 'Name=name,Values=Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.9 (Ubuntu 24.04) ????????' 'Name=state,Values=available' --query 'reverse(sort_by(Images, &CreationDate))[:1].ImageId' --output text
```

##### Latest Releases
<a name="latest-release-arm64-gpu-pytorch-2.9-ubuntu-24-04"></a>

**Topics**
+ [Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.9 (Ubuntu 24.04) 20260417](aws-deep-learning-ami-gpupt29ossarm64-ul2404-2026-04-20.md)
+ [Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.9 (Ubuntu 24.04) 20260403](aws-deep-learning-ami-gpupt29ossarm64-ul2404-2026-04-07.md)
+ [Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.9 (Ubuntu 24.04) 20260320](aws-deep-learning-ami-gpupt29ossarm64-ul2404-2026-03-24.md)
+ [Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.9 (Ubuntu 24.04) 20260317](aws-deep-learning-ami-gpupt29ossarm64-ul2404-2026-03-20.md)
+ [Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.9 (Ubuntu 24.04) 20260306](aws-deep-learning-ami-gpupt29ossarm64-ul2404-2026-03-12.md)
+ [Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.9 (Ubuntu 24.04) 20260227](aws-deep-learning-ami-gpupt29ossarm64-ul2404-2026-03-02.md)
+ [Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.9 (Ubuntu 24.04) 20260226](aws-deep-learning-ami-gpupt29ossarm64-ul2404-2026-02-27.md)
+ [Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.9 (Ubuntu 24.04) 20260123](aws-deep-learning-ami-gpupt29ossarm64-ul2404-2026-01-27.md)
+ [Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.9 (Ubuntu 24.04) 20260122](aws-deep-learning-ami-gpupt29ossarm64-ul2404-2026-01-23.md)
+ [Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.9 (Ubuntu 24.04) 20260121](aws-deep-learning-ami-gpupt29ossarm64-ul2404-2026-01-21.md)
+ [Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.9 (Ubuntu 24.04) 20260116](aws-deep-learning-ami-gpupt29ossarm64-ul2404-2026-01-20.md)
+ [Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.9 (Ubuntu 24.04) 20260102](aws-deep-learning-ami-gpupt29ossarm64-ul2404-2026-01-02.md)
+ [Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.9 (Ubuntu 24.04) 20251226](aws-deep-learning-ami-gpupt29ossarm64-ul2404-2025-12-31.md)
+ [Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.9 (Ubuntu 24.04) 20251216](aws-deep-learning-ami-gpupt29ossarm64-ul2404-2025-12-18.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Ubuntu 24.04) 20251125](aws-deep-learning-ami-gpupt29ossarm64-ul2404-2025-12-10.md)

##### Archive
<a name="archive-arm64-gpu-pytorch-2.9-ubuntu-24-04"></a>

**Topics**