# Deep Learning AMIs Release Notes
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Here you can find detailed release notes for all currently supported AWS Deep Learning AMIs (DLAMI) options.

For release notes for DLAMI frameworks that we no longer support, see the **Unsupported Framework Release Notes Archive** section of the [DLAMI Framework Support Policy](https://docs.aws.amazon.com/dlami/latest/devguide/dlami-support-policy-table.html) page.

**Topics**
+ [Release Notes for Base DLAMIs](#appendix-ami-release-notes-base)
+ [Release Notes for Single Framework DLAMIs](#appendix-ami-release-notes-single)
+ [Release Notes for Multi-Framework DLAMIs](#appendix-ami-release-notes-multi)
+ [SOCI Supported DLAMIs](#appendix-ami-release-notes-soci)

## Release Notes for Base DLAMIs
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### X86 Base DLAMI Release Notes
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Below are the release notes for X86 Base DLAMI: 

** **GPU** **
+ [Base AMI with Single CUDA (Amazon Linux 2023)](aws-deep-learning-x86-base-with-single-cuda-ami-amazon-linux-2023.md)
+ [Base AMI with Single CUDA (Ubuntu 24.04)](aws-deep-learning-x86-base-with-single-cuda-ami-ubuntu-24-04.md)
+ [Base AMI with Single CUDA (Ubuntu 22.04)](aws-deep-learning-x86-base-with-single-cuda-ami-ubuntu-22-04.md)
+ [Base GPU AMI (Amazon Linux 2023)](aws-deep-learning-x86-base-gpu-ami-amazon-linux-2023.md)
+ [Base GPU AMI (Ubuntu 24.04)](aws-deep-learning-x86-base-gpu-ami-ubuntu-24-04.md)
+ [Base GPU AMI (Ubuntu 22.04)](aws-deep-learning-x86-base-gpu-ami-ubuntu-22-04.md)
+ [Base GPU AMI (Amazon Linux 2)](aws-deep-learning-x86-base-gpu-ami-amazon-linux-2.md)
+ [Base Qualcomm AMI (Amazon Linux 2)](aws-deep-learning-x86-base-qualcomm-ami-amazon-linux-2.md)

### ARM64 Base DLAMI Release Notes
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Below are the release notes for ARM64 Base DLAMI: 

** **GPU** **
+ [ARM64 Base AMI with Single CUDA (Amazon Linux 2023)](aws-deep-learning-arm64-base-with-single-cuda-ami-amazon-linux-2023.md)
+ [ARM64 Base AMI with Single CUDA (Ubuntu 24.04)](aws-deep-learning-arm64-base-with-single-cuda-ami-ubuntu-24-04.md)
+ [ARM64 Base AMI with Single CUDA (Ubuntu 22.04)](aws-deep-learning-arm64-base-with-single-cuda-ami-ubuntu-22-04.md)
+ [ARM64 Base GPU AMI (Amazon Linux 2023)](aws-deep-learning-arm64-base-gpu-ami-amazon-linux-2023.md)
+ [ARM64 Base GPU AMI (Ubuntu 24.04)](aws-deep-learning-arm64-base-gpu-ami-ubuntu-24-04.md)
+ [ARM64 Base GPU AMI (Ubuntu 22.04)](aws-deep-learning-arm64-base-gpu-ami-ubuntu-22-04.md)
+ [ARM64 Base GPU AMI (Amazon Linux 2)](aws-deep-learning-arm64-base-gpu-ami-amazon-linux-2.md)

 **AWS Neuron** 
+ Refer to the [Neuron DLAMI User Guide](https://awsdocs-neuron.readthedocs-hosted.com/en/latest/dlami/index.html#neuron-base-dlami).

## Release Notes for Single Framework DLAMIs
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### PyTorch DLAMIs
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#### X86 PyTorch DLAMI Release Notes
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 Below are the Release notes for X86 PyTorch DLAMIs:

** **GPU** **
+ [GPU PyTorch 2.10 (Amazon Linux 2023)](aws-deep-learning-x86-gpu-pytorch-2.10-amazon-linux-2023.md)
+ [GPU PyTorch 2.10 (Ubuntu 24.04)](aws-deep-learning-x86-gpu-pytorch-2.10-ubuntu-24-04.md)
+ [GPU PyTorch 2.9 (Amazon Linux 2023)](aws-deep-learning-x86-gpu-pytorch-2.9-amazon-linux-2023.md)
+ [GPU PyTorch 2.9 (Ubuntu 24.04)](aws-deep-learning-x86-gpu-pytorch-2.9-ubuntu-24-04.md)
+ [GPU PyTorch 2.8 (Amazon Linux 2023)](aws-deep-learning-x86-gpu-pytorch-2.8-amazon-linux-2023.md)
+ [GPU PyTorch 2.8 (Ubuntu 24.04)](aws-deep-learning-x86-gpu-pytorch-2.8-ubuntu-24-04.md)

 **AWS Neuron**
+  Refer to the [Neuron DLAMI User Guide](https://awsdocs-neuron.readthedocs-hosted.com/en/latest/dlami/index.html#neuron-multi-framework-dlami)

#### ARM64 PyTorch DLAMI Release Notes
<a name="arm64-pytorch-ami"></a>

 Below are the Release notes for ARM64 PyTorch DLAMIs:

** **GPU** **
+ [ARM64 AMI GPU Pytorch 2.10 (Amazon Linux 2023)](aws-deep-learning-arm64-gpu-pytorch-2.10-amazon-linux-2023.md)
+ [ARM64 AMI GPU Pytorch 2.10 (Ubuntu 24.04)](aws-deep-learning-arm64-gpu-pytorch-2.10-ubuntu-24-04.md)
+ [ARM64 AMI GPU Pytorch 2.9 (Amazon Linux 2023)](aws-deep-learning-arm64-gpu-pytorch-2.9-amazon-linux-2023.md)
+ [ARM64 AMI GPU Pytorch 2.9 (Ubuntu 24.04)](aws-deep-learning-arm64-gpu-pytorch-2.9-ubuntu-24-04.md)
+ [ARM64 AMI GPU PyTorch 2.8 (Amazon Linux 2023)](aws-deep-learning-arm64-gpu-pytorch-2.8-amazon-linux-2023.md)
+ [ARM64 AMI GPU PyTorch 2.8 (Ubuntu 24.04)](aws-deep-learning-arm64-gpu-pytorch-2.8-ubuntu-24-04.md)

 **AWS Neuron**
+  Refer to the [Neuron DLAMI User Guide](https://awsdocs-neuron.readthedocs-hosted.com/en/latest/dlami/index.html#neuron-multi-framework-dlami)

## Release Notes for Multi-Framework DLAMIs
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**Tip**  
If you use only one machine learning framework, then we recommend a [single-framework DLAMI](#appendix-ami-release-notes-single).

### Multi-Framework DLAMI Release Notes
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Below are the release notes for Multi-Framework X86 DLAMI:

** **GPU** **
+ [Multi Framework DLAMI (Amazon Linux 2)](aws-deep-learning-multiframework-ami-amazon-linux-2.md)

 **AWS Neuron** 
+ Refer to the [Neuron DLAMI User Guide](https://awsdocs-neuron.readthedocs-hosted.com/en/latest/dlami/index.html#neuron-multi-framework-dlami)

## SOCI Supported DLAMIs
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The following DLAMIs include pre-installed SOCI (Seekable OCI) snapshotter for container image lazy loading and parallel pull. Use `nerdctl --snapshotter soci` to pull Deep Learning Container images with the `-soci` tag suffix for faster container startup.

### X86 SOCI Supported DLAMIs
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Below are the X86 DLAMIs with SOCI support:
+ [Deep Learning Base OSS Nvidia Driver GPU AMI (Amazon Linux 2023)](aws-deep-learning-x86-base-gpu-ami-amazon-linux-2023.md)
+ [Deep Learning Base OSS Nvidia Driver GPU AMI (Ubuntu 24.04)](aws-deep-learning-x86-base-gpu-ami-ubuntu-24-04.md)
+ [Deep Learning Base OSS Nvidia Driver GPU AMI (Ubuntu 22.04)](aws-deep-learning-x86-base-gpu-ami-ubuntu-22-04.md)
+ [Deep Learning Base AMI with Single CUDA (Amazon Linux 2023)](aws-deep-learning-x86-base-with-single-cuda-ami-amazon-linux-2023.md)
+ [Deep Learning Base AMI with Single CUDA (Ubuntu 24.04)](aws-deep-learning-x86-base-with-single-cuda-ami-ubuntu-24-04.md)
+ [Deep Learning Base AMI with Single CUDA (Ubuntu 22.04)](aws-deep-learning-x86-base-with-single-cuda-ami-ubuntu-22-04.md)

### ARM64 SOCI Supported DLAMIs
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Below are the ARM64 DLAMIs with SOCI support:
+ [Deep Learning ARM64 Base OSS Nvidia Driver GPU AMI (Amazon Linux 2023)](aws-deep-learning-arm64-base-gpu-ami-amazon-linux-2023.md)
+ [Deep Learning ARM64 Base OSS Nvidia Driver GPU AMI (Ubuntu 24.04)](aws-deep-learning-arm64-base-gpu-ami-ubuntu-24-04.md)
+ [Deep Learning ARM64 Base OSS Nvidia Driver GPU AMI (Ubuntu 22.04)](aws-deep-learning-arm64-base-gpu-ami-ubuntu-22-04.md)
+ [Deep Learning ARM64 Base AMI with Single CUDA (Amazon Linux 2023)](aws-deep-learning-arm64-base-with-single-cuda-ami-amazon-linux-2023.md)
+ [Deep Learning ARM64 Base AMI with Single CUDA (Ubuntu 24.04)](aws-deep-learning-arm64-base-with-single-cuda-ami-ubuntu-24-04.md)
+ [Deep Learning ARM64 Base AMI with Single CUDA (Ubuntu 22.04)](aws-deep-learning-arm64-base-with-single-cuda-ami-ubuntu-22-04.md)