# AWS Deep Learning ARM64 AMI GPU PyTorch 2.8 (Ubuntu 24.04)
**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).
##### AMI Name Format
+ Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) \$1\$1YYYY-MM-DD\$1
##### SSM Parameter Query
**Please use the following Public SSM Parameter Query to find the latest DLAMI: **
```
export SSM_PARAMETER=oss-nvidia-driver-gpu-pytorch-2.8-ubuntu-24.04/latest/ami-id && \
aws ssm get-parameter --region us-east-1 \
--name /aws/service/deeplearning/ami/arm64/$SSM_PARAMETER \
--query "Parameter.Value" \
--output text
```
##### AWSCLI Query
**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 2.8 (Ubuntu 24.04) ????????' 'Name=state,Values=available' --query 'reverse(sort_by(Images, &CreationDate))[:1].ImageId' --output text
```
##### Latest Releases
**Topics**
+ [Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20260410](aws-deep-learning-ami-gpupt28ossarm64-ul2404-2026-04-14.md)
+ [Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20260403](aws-deep-learning-ami-gpupt28ossarm64-ul2404-2026-04-07.md)
+ [Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20260321](aws-deep-learning-ami-gpupt28ossarm64-ul2404-2026-03-24.md)
+ [Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20260317](aws-deep-learning-ami-gpupt28ossarm64-ul2404-2026-03-20.md)
+ [Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20260307](aws-deep-learning-ami-gpupt28ossarm64-ul2404-2026-03-12.md)
+ [Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20260226](aws-deep-learning-ami-gpupt28ossarm64-ul2404-2026-02-27.md)
+ [Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20260217](aws-deep-learning-ami-gpupt28ossarm64-ul2404-2026-02-24.md)
+ [Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20260122](aws-deep-learning-ami-gpupt28ossarm64-ul2404-2026-01-23.md)
+ [Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20260121](aws-deep-learning-ami-gpupt28ossarm64-ul2404-2026-01-21.md)
+ [Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20260116](aws-deep-learning-ami-gpupt28ossarm64-ul2404-2026-01-20.md)
+ [Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20260102](aws-deep-learning-ami-gpupt28ossarm64-ul2404-2026-01-08.md)
+ [Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20251226](aws-deep-learning-ami-gpupt28ossarm64-ul2404-2025-12-31.md)
+ [Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20251205](aws-deep-learning-ami-gpupt28ossarm64-ul2404-2025-12-10.md)
+ [Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20251114](aws-deep-learning-ami-gpupt28ossarm64-ul2404-2025-12-03.md)
+ [Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20251107](aws-deep-learning-ami-gpupt28ossarm64-ul2404-2025-11-10.md)
+ [Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20251003](aws-deep-learning-ami-gpupt28ossarm64-ul2404-2025-10-14.md)
+ [Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20250926](aws-deep-learning-ami-gpupt28ossarm64-ul2404-2025-09-30.md)
# Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20260410
For help getting started, see [Getting started with DLAMI](getting-started.md).
##### Major Package Versions
| | |
| --- |--- |
| supported\$1ec2\$1instances | G5g, P6e-GB200 |
| operating\$1system | Ubuntu 24.04.4 LTS |
| compute\$1architecture | aarch64 |
| kernel\$1version | 6.17.0-1010-aws |
| framework\$1version | 2.8 |
| python\$1location | /opt/pytorch/bin/python |
| nvidia\$1driver | 580.126.09 |
| nvidia\$1cuda\$1stack | /usr/local/cuda-12.9 |
| nvidia\$1container\$1toolkit\$1version | 1.19.0 |
| ofi\$1nccl\$1version | 1.18.0 |
| nvme\$1location | /opt/dlami/nvme |
| ebs\$1volume\$1type | gp3 |
| ssm\$1agent\$1version | 3.3.4121.0 |
| containerd\$1version | v2.2.2 |
##### Package Changes from Previous Release
**Note**
All DLAMI are scanned for vulnerabilities following AWS Best Practices. While we continuously upgrade to the latest package versions, some dependencies may require specific package downgrades to maintain compatibility. These adjustments do not impact our security posture. For information on AWS security measures, please refer to our [AWS Security Documentation ](https://docs.aws.amazon.com/dlami/latest/devguide/security.html)
##### Added Packages
No packages were added in this release.
##### Updated Packages
| Package Name | Previous Version | New Version |
| --- | --- | --- |
| awscli | 1.44.73 | 1.44.78 |
| boto3 | 1.42.83 | 1.42.88 |
| botocore | 1.42.83 | 1.42.88 |
| cryptography | 46.0.6 | 46.0.7 |
| docker-ce-cli | 29.3.1-1\$1ubuntu.24.04\$1noble | 29.4.0-1\$1ubuntu.24.04\$1noble |
| docker-ce-rootless-extras | 29.3.1-1\$1ubuntu.24.04\$1noble | 29.4.0-1\$1ubuntu.24.04\$1noble |
| docker-compose-plugin | 5.1.1-1\$1ubuntu.24.04\$1noble | 5.1.2-1\$1ubuntu.24.04\$1noble |
| gevent | 25.9.1 | 26.4.0 |
| google-auth | 2.49.1 | 2.49.2 |
| greenlet | 3.3.2 | 3.4.0 |
| inspectorssmplugin | 1.0.471 | 1.0.475 |
| invoke | 2.2.1 | 3.0.3 |
| libnss-systemd | 255.4-1ubuntu8.14 | 255.4-1ubuntu8.15 |
| libpam-systemd | 255.4-1ubuntu8.14 | 255.4-1ubuntu8.15 |
| libssl-dev | 3.0.13-0ubuntu3.7 | 3.0.13-0ubuntu3.9 |
| libssl3t64 | 3.0.13-0ubuntu3.7 | 3.0.13-0ubuntu3.9 |
| libsystemd-shared | 255.4-1ubuntu8.14 | 255.4-1ubuntu8.15 |
| libsystemd0 | 255.4-1ubuntu8.14 | 255.4-1ubuntu8.15 |
| libudev-dev | 255.4-1ubuntu8.14 | 255.4-1ubuntu8.15 |
| libudev1 | 255.4-1ubuntu8.14 | 255.4-1ubuntu8.15 |
| mlflow | 3.10.1 | 3.11.1 |
| mlflow-skinny | 3.10.1 | 3.11.1 |
| mlflow-tracing | 3.10.1 | 3.11.1 |
| narwhals | 2.18.1 | 2.19.0 |
| nbconvert | 7.17.0 | 7.17.1 |
| opentelemetry-api | 1.40.0 | 1.41.0 |
| opentelemetry-proto | 1.40.0 | 1.41.0 |
| opentelemetry-sdk | 1.40.0 | 1.41.0 |
| opentelemetry-semantic-conventions | 0.61b0 | 0.62b0 |
| platformdirs | 4.9.4 | 4.9.6 |
| prometheus\$1client | 0.24.1 | 0.25.0 |
| pytest | 9.0.2 | 9.0.3 |
| systemd-dev | 255.4-1ubuntu8.14 | 255.4-1ubuntu8.15 |
| systemd-resolved | 255.4-1ubuntu8.14 | 255.4-1ubuntu8.15 |
| systemd-sysv | 255.4-1ubuntu8.14 | 255.4-1ubuntu8.15 |
| udev | 255.4-1ubuntu8.14 | 255.4-1ubuntu8.15 |
| uvicorn | 0.43.0 | 0.44.0 |
| zope.interface | 8.2 | 8.3 |
##### Removed Packages
| Package Name |
| --- |
| linux-aws-6.17-headers-6.17.0-1009 |
| linux-aws-6.17-tools-6.17.0-1009 |
| linux-headers-6.17.0-1009-aws |
| linux-image-6.17.0-1009-aws |
| linux-modules-6.17.0-1009-aws |
| linux-tools-6.17.0-1009-aws |
# Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20260403
For help getting started, see [Getting started with DLAMI](getting-started.md).
##### Major Package Versions
| | |
| --- |--- |
| supported\$1ec2\$1instances | G5g, P6e-GB200 |
| operating\$1system | Ubuntu 24.04.4 LTS |
| compute\$1architecture | aarch64 |
| kernel\$1version | 6.17.0-1010-aws |
| framework\$1version | 2.8 |
| python\$1location | /opt/pytorch/bin/python |
| nvidia\$1driver | 580.126.09 |
| nvidia\$1cuda\$1stack | /usr/local/cuda-12.9 |
| nvidia\$1container\$1toolkit\$1version | 1.19.0 |
| ofi\$1nccl\$1version | 1.18.0 |
| nvme\$1location | /opt/dlami/nvme |
| ebs\$1volume\$1type | gp3 |
| ssm\$1agent\$1version | 3.3.3050.0 |
##### Package Changes from Previous Release
**Note**
All DLAMI are scanned for vulnerabilities following AWS Best Practices. While we continuously upgrade to the latest package versions, some dependencies may require specific package downgrades to maintain compatibility. These adjustments do not impact our security posture. For information on AWS security measures, please refer to our [AWS Security Documentation ](https://docs.aws.amazon.com/dlami/latest/devguide/security.html)
##### Added Packages
| |
| --- |
| linux-aws-6.17-headers-6.17.0-1010-6.17.0-1010.10\$124.04.1 |
| linux-aws-6.17-tools-6.17.0-1010-6.17.0-1010.10\$124.04.1 |
| linux-headers-6.17.0-1010-aws-6.17.0-1010.10\$124.04.1 |
| linux-image-6.17.0-1010-aws-6.17.0-1010.10\$124.04.1 |
| linux-modules-6.17.0-1010-aws-6.17.0-1010.10\$124.04.1 |
| linux-tools-6.17.0-1010-aws-6.17.0-1010.10\$124.04.1 |
| lustre-client-modules-6.17.0-1010-aws-2.15.6-1fsx28 |
##### Updated Packages
| Package Name | Previous Version | New Version |
| --- | --- | --- |
| Pygments | 2.19.2 | 2.20.0 |
| SQLAlchemy | 2.0.48 | 2.0.49 |
| Werkzeug | 3.1.7 | 3.1.8 |
| aiohttp | 3.13.3 | 3.13.5 |
| awscli | 1.44.68 | 1.44.73 |
| boto3 | 1.42.78 | 1.42.83 |
| botocore | 1.42.78 | 1.42.83 |
| charset-normalizer | 3.4.6 | 3.4.7 |
| click | 8.3.1 | 8.3.2 |
| deepdiff | 8.6.2 | 9.0.0 |
| docker-buildx-plugin | 0.31.1-1\$1ubuntu.24.04\$1noble | 0.33.0-1\$1ubuntu.24.04\$1noble |
| efa | 2.17.3-1.amzn1 | 3.0.0-1.amzn1 |
| efa-nv-peermem | 1.2.2-1.amzn1 | 1.2.3-1.amzn1 |
| fastapi | 0.135.2 | 0.135.3 |
| ibacm | 58.amzn0-1 | 61.0-1 |
| ibverbs-providers | 58.amzn0-1 | 61.0-1 |
| ibverbs-utils | 58.amzn0-1 | 61.0-1 |
| infiniband-diags | 58.amzn0-1 | 61.0-1 |
| inspectorssmplugin | 1.0.460 | 1.0.471 |
| jupyter-lsp | 2.3.0 | 2.3.1 |
| libarchive13t64 | 3.7.2-2ubuntu0.5 | 3.7.2-2ubuntu0.6 |
| libfabric-aws-bin | 2.1.0amzn5.0 | 2.4.0amzn1.0 |
| libfabric-aws-dev | 2.1.0amzn5.0 | 2.4.0amzn1.0 |
| libfabric1-aws | 2.1.0amzn5.0 | 2.4.0amzn1.0 |
| libfwupd2 | 1.9.33-0ubuntu1\$124.04.1ubuntu1 | 1.9.34-0ubuntu1\$124.04.1 |
| libibmad-dev | 58.amzn0-1 | 61.0-1 |
| libibmad5 | 58.amzn0-1 | 61.0-1 |
| libibnetdisc-dev | 58.amzn0-1 | 61.0-1 |
| libibnetdisc5 | 58.amzn0-1 | 61.0-1 |
| libibumad-dev | 58.amzn0-1 | 61.0-1 |
| libibumad3 | 58.amzn0-1 | 61.0-1 |
| libibverbs-dev | 58.amzn0-1 | 61.0-1 |
| libibverbs1 | 58.amzn0-1 | 61.0-1 |
| libnccl-ofi | 1.16.3-1 | 1.18.0-1 |
| libnetplan1 | 1.1.2-8ubuntu1\$124.04.1 | 1.1.2-8ubuntu1\$124.04.2 |
| librdmacm-dev | 58.amzn0-1 | 61.0-1 |
| librdmacm1 | 58.amzn0-1 | 61.0-1 |
| linux-aws | 6.17.0-1009.9\$124.04.2 | 6.17.0-1010.10\$124.04.1 |
| linux-headers-aws | 6.17.0-1009.9\$124.04.2 | 6.17.0-1010.10\$124.04.1 |
| linux-image-aws | 6.17.0-1009.9\$124.04.2 | 6.17.0-1010.10\$124.04.1 |
| linux-libc-dev | 6.8.0-106.106 | 6.8.0-107.107 |
| linux-tools-common | 6.8.0-106.106 | 6.8.0-107.107 |
| llvmlite | 0.46.0 | 0.47.0 |
| lshw | 02.19.git.2021.06.19.996aaad9c7-2build3 | 02.19.git.2021.06.19.996aaad9c7-2ubuntu0.24.04.1 |
| marshmallow | 4.2.3 | 4.3.0 |
| netplan-generator | 1.1.2-8ubuntu1\$124.04.1 | 1.1.2-8ubuntu1\$124.04.2 |
| numba | 0.64.0 | 0.65.0 |
| openmpi50-aws | 5.0.6 | 5.0.9 |
| pillow | 12.1.1 | 12.2.0 |
| pollinate | 4.33-3.1ubuntu1.1 | 4.33-3.1ubuntu1.3 |
| pybind11 | 3.0.2 | 3.0.3 |
| python-json-logger | 4.0.0 | 4.1.0 |
| python3-jwt | 2.7.0-1 | 2.7.0-1ubuntu0.1 |
| python3-netplan | 1.1.2-8ubuntu1\$124.04.1 | 1.1.2-8ubuntu1\$124.04.2 |
| python3-pyasn1 | 0.4.8-4ubuntu0.1 | 0.4.8-4ubuntu0.2 |
| rdmacm-utils | 58.amzn0-1 | 61.0-1 |
| regex | 2026.2.28 | 2026.4.4 |
| requests | 2.33.0 | 2.33.1 |
| sagemaker | 3.7.0 | 3.7.1 |
| sagemaker-core | 2.7.0 | 2.7.1 |
| sagemaker-mlops | 1.7.0 | 1.7.1 |
| sagemaker-serve | 1.7.0 | 1.7.1 |
| sagemaker-train | 1.7.0 | 1.7.1 |
| tzdata | 2025.3 | 2026.1 |
| tzdata-legacy | 2025b-0ubuntu0.24.04.1 | 2026a-0ubuntu0.24.04.1 |
| uvicorn | 0.42.0 | 0.43.0 |
| xyzservices | 2025.11.0 | 2026.3.0 |
##### Removed Packages
| Package Name |
| --- |
| lustre-client-modules-6.17.0-1009-aws |
# Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20260321
For help getting started, see [Getting started with DLAMI](getting-started.md).
##### Major Package Versions
| | |
| --- |--- |
| supported\$1ec2\$1instances | G5g, P6e-GB200 |
| operating\$1system | Ubuntu 24.04.4 LTS |
| compute\$1architecture | aarch64 |
| kernel\$1version | 6.17.0-1009-aws |
| framework\$1version | 2.8 |
| python\$1location | /opt/pytorch/bin/python |
| nvidia\$1driver | 580.126.09 |
| nvidia\$1cuda\$1stack | /usr/local/cuda-12.9 |
| nvidia\$1container\$1toolkit\$1version | 1.19.0 |
| ofi\$1nccl\$1version | 1.16.3 |
| nvme\$1location | /opt/dlami/nvme |
| ebs\$1volume\$1type | gp3 |
| ssm\$1agent\$1version | 3.3.3050.0 |
##### Package Changes from Previous Release
**Note**
All DLAMI are scanned for vulnerabilities following AWS Best Practices. While we continuously upgrade to the latest package versions, some dependencies may require specific package downgrades to maintain compatibility. These adjustments do not impact our security posture. For information on AWS security measures, please refer to our [AWS Security Documentation ](https://docs.aws.amazon.com/dlami/latest/devguide/security.html)
##### Added Packages
| |
| --- |
| prettytable-3.17.0 |
##### Updated Packages
| Package Name | Previous Version | New Version |
| --- | --- | --- |
| async-lru | 2.2.0 | 2.3.0 |
| attrs | 25.4.0 | 26.1.0 |
| awscli | 1.44.60 | 1.44.63 |
| binutils-aarch64-linux-gnu | 2.42-4ubuntu2.8 | 2.42-4ubuntu2.10 |
| binutils-common | 2.42-4ubuntu2.8 | 2.42-4ubuntu2.10 |
| boto3 | 1.42.70 | 1.42.73 |
| botocore | 1.42.70 | 1.42.73 |
| databricks-sdk | 0.100.0 | 0.102.0 |
| deepdiff | 8.6.1 | 8.6.2 |
| docker-compose-plugin | 5.1.0-1\$1ubuntu.24.04\$1noble | 5.1.1-1\$1ubuntu.24.04\$1noble |
| inspectorssmplugin | 1.0.454 | 1.0.456 |
| jsonpointer | 3.0.0 | 3.1.0 |
| libbinutils | 2.42-4ubuntu2.8 | 2.42-4ubuntu2.10 |
| libctf-nobfd0 | 2.42-4ubuntu2.8 | 2.42-4ubuntu2.10 |
| libctf0 | 2.42-4ubuntu2.8 | 2.42-4ubuntu2.10 |
| libgprofng0 | 2.42-4ubuntu2.8 | 2.42-4ubuntu2.10 |
| libsframe1 | 2.42-4ubuntu2.8 | 2.42-4ubuntu2.10 |
| nvidia-ml-py | 13.590.48 | 13.595.45 |
| protobuf | 6.33.5 | 6.33.6 |
| sagemaker | 3.5.0 | 3.6.0 |
| sagemaker-core | 2.5.1 | 2.6.0 |
| sagemaker-mlops | 1.5.0 | 1.6.0 |
| sagemaker-serve | 1.5.0 | 1.6.0 |
| sagemaker-train | 1.5.0 | 1.6.0 |
| snapd | 2.73\$1ubuntu24.04.1 | 2.73\$1ubuntu24.04.2 |
##### Removed Packages
No packages were removed in this release.
# Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20260317
For help getting started, see [Getting started with DLAMI](getting-started.md).
##### Major Package Versions
| | |
| --- |--- |
| supported\$1ec2\$1instances | G5g, P6e-GB200 |
| operating\$1system | Ubuntu 24.04.4 LTS |
| compute\$1architecture | aarch64 |
| kernel\$1version | 6.17.0-1009-aws |
| framework\$1version | 2.8 |
| python\$1location | /opt/pytorch/bin/python |
| nvidia\$1driver | 580.126.09 |
| nvidia\$1cuda\$1stack | /usr/local/cuda-12.9 |
| nvidia\$1container\$1toolkit\$1version | 1.19.0 |
| ofi\$1nccl\$1version | 1.16.3 |
| nvme\$1location | /opt/dlami/nvme |
| ebs\$1volume\$1type | gp3 |
| ssm\$1agent\$1version | 3.3.3050.0 |
##### Package Changes from Previous Release
**Note**
All DLAMI are scanned for vulnerabilities following AWS Best Practices. While we continuously upgrade to the latest package versions, some dependencies may require specific package downgrades to maintain compatibility. These adjustments do not impact our security posture. For information on AWS security measures, please refer to our [AWS Security Documentation ](https://docs.aws.amazon.com/dlami/latest/devguide/security.html)
##### Added Packages
| |
| --- |
| linux-aws-6.17-headers-6.17.0-1009-6.17.0-1009.9\$124.04.2 |
| linux-aws-6.17-tools-6.17.0-1009-6.17.0-1009.9\$124.04.2 |
| linux-headers-6.17.0-1009-aws-6.17.0-1009.9\$124.04.2 |
| linux-image-6.17.0-1009-aws-6.17.0-1009.9\$124.04.2 |
| linux-modules-6.17.0-1009-aws-6.17.0-1009.9\$124.04.2 |
| linux-tools-6.17.0-1009-aws-6.17.0-1009.9\$124.04.2 |
| lustre-client-modules-6.17.0-1009-aws-2.15.6-1fsx28 |
##### Updated Packages
| Package Name | Previous Version | New Version |
| --- | --- | --- |
| awscli | 1.44.58 | 1.44.60 |
| boto3 | 1.42.68 | 1.42.70 |
| botocore | 1.42.68 | 1.42.70 |
| charset-normalizer | 3.4.5 | 3.4.6 |
| databricks-sdk | 0.99.0 | 0.100.0 |
| inspectorssmplugin | 1.0.443 | 1.0.454 |
| libssh-4 | 0.10.6-2ubuntu0.3 | 0.10.6-2ubuntu0.4 |
| linux-aws | 6.17.0-1007.7\$124.04.1 | 6.17.0-1009.9\$124.04.2 |
| linux-headers-aws | 6.17.0-1007.7\$124.04.1 | 6.17.0-1009.9\$124.04.2 |
| linux-image-aws | 6.17.0-1007.7\$124.04.1 | 6.17.0-1009.9\$124.04.2 |
| onnxruntime | 1.24.3 | 1.24.4 |
| pyasn1 | 0.6.2 | 0.6.3 |
| python3-cryptography | 41.0.7-4ubuntu0.3 | 41.0.7-4ubuntu0.4 |
| snapd | 2.73\$1ubuntu24.04 | 2.73\$1ubuntu24.04.1 |
| uvicorn | 0.41.0 | 0.42.0 |
| vim-common | 9.1.0016-1ubuntu7.9 | 9.1.0016-1ubuntu7.10 |
| vim-runtime | 9.1.0016-1ubuntu7.9 | 9.1.0016-1ubuntu7.10 |
| vim-tiny | 9.1.0016-1ubuntu7.9 | 9.1.0016-1ubuntu7.10 |
| xxd | 9.1.0016-1ubuntu7.9 | 9.1.0016-1ubuntu7.10 |
##### Removed Packages
| Package Name |
| --- |
| lustre-client-modules-6.17.0-1007-aws |
| prettytable |
# Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20260307
For help getting started, see [Getting started with DLAMI](getting-started.md).
##### Major Package Versions
| | |
| --- |--- |
| supported\$1ec2\$1instances | G5g, P6e-GB200 |
| operating\$1system | Ubuntu 24.04.4 LTS |
| compute\$1architecture | aarch64 |
| kernel\$1version | 6.17.0-1007-aws |
| framework\$1version | 2.8 |
| python\$1location | /opt/pytorch/bin/python |
| nvidia\$1driver | 580.126.09 |
| nvidia\$1cuda\$1stack | /usr/local/cuda-12.9 |
| nvidia\$1container\$1toolkit\$1version | 1.18.2 |
| ofi\$1nccl\$1version | 1.16.3 |
| nvme\$1location | /opt/dlami/nvme |
| ebs\$1volume\$1type | gp3 |
| ssm\$1agent\$1version | 3.3.3050.0 |
##### Package Changes from Previous Release
**Note**
All DLAMI are scanned for vulnerabilities following AWS Best Practices. While we continuously upgrade to the latest package versions, some dependencies may require specific package downgrades to maintain compatibility. These adjustments do not impact our security posture. For information on AWS security measures, please refer to our [AWS Security Documentation ](https://docs.aws.amazon.com/dlami/latest/devguide/security.html)
##### Added Packages
No packages were added in this release.
##### Updated Packages
| Package Name | Previous Version | New Version |
| --- | --- | --- |
| Authlib | 1.6.8 | 1.6.9 |
| SQLAlchemy | 2.0.47 | 2.0.48 |
| awscli | 1.44.47 | 1.44.53 |
| boto3 | 1.42.57 | 1.42.63 |
| botocore | 1.42.57 | 1.42.63 |
| cachetools | 7.0.1 | 7.0.3 |
| charset-normalizer | 3.4.4 | 3.4.5 |
| databricks-sdk | 0.93.0 | 0.96.0 |
| docker-ce-cli | 29.2.1-1\$1ubuntu.24.04\$1noble | 29.3.0-1\$1ubuntu.24.04\$1noble |
| docker-ce-rootless-extras | 29.2.1-1\$1ubuntu.24.04\$1noble | 29.3.0-1\$1ubuntu.24.04\$1noble |
| fastapi | 0.133.1 | 0.135.1 |
| filelock | 3.24.3 | 3.25.0 |
| geventhttpclient | 2.3.8 | 2.3.9 |
| google-auth | 2.48.0 | 2.49.0 |
| graphql-core | 3.2.7 | 3.2.8 |
| ipython | 9.10.0 | 9.11.0 |
| libnss3 | 3.98-1build1 | 3.98-1ubuntu0.1 |
| linux-base | 4.5ubuntu9\$124.04.1 | 4.5ubuntu9\$124.04.2 |
| mlflow | 3.10.0 | 3.10.1 |
| mlflow-skinny | 3.10.0 | 3.10.1 |
| mlflow-tracing | 3.10.0 | 3.10.1 |
| onnxruntime | 1.24.2 | 1.24.3 |
| opentelemetry-api | 1.39.1 | 1.40.0 |
| opentelemetry-proto | 1.39.1 | 1.40.0 |
| opentelemetry-sdk | 1.39.1 | 1.40.0 |
| opentelemetry-semantic-conventions | 0.60b1 | 0.61b0 |
| platformdirs | 4.4.0 | 4.9.4 |
| python-dotenv | 1.2.1 | 1.2.2 |
| python3-software-properties | 0.99.49.3 | 0.99.49.4 |
| pytz | 2025.2 | 2026.1.post1 |
| regex | 2026.2.19 | 2026.2.28 |
| sagemaker | 3.4.1 | 3.5.0 |
| sagemaker-core | 2.4.1 | 2.5.0 |
| sagemaker-mlops | 1.4.1 | 1.5.0 |
| sagemaker-serve | 1.4.1 | 1.5.0 |
| sagemaker-train | 1.4.1 | 1.5.0 |
| software-properties-common | 0.99.49.3 | 0.99.49.4 |
| sosreport | 4.9.2-0ubuntu0\$124.04.1 | 4.10.2-0ubuntu0\$124.04.1 |
| tabulate | 0.9.0 | 0.10.0 |
| tritonclient | 2.65.0 | 2.66.0 |
| yarl | 1.22.0 | 1.23.0 |
##### Removed Packages
No packages were removed in this release.
# Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20260226
For help getting started, see [Getting started with DLAMI](getting-started.md).
##### Major Package Versions
| | |
| --- |--- |
| supported\$1ec2\$1instances | G5g, P6e-GB200 |
| operating\$1system | Ubuntu 24.04.4 LTS |
| compute\$1architecture | aarch64 |
| kernel\$1version | 6.17.0-1007-aws |
| framework\$1version | 2.8 |
| python\$1location | /opt/pytorch/bin/python |
| nvidia\$1driver | 580.126.09 |
| nvidia\$1cuda\$1stack | /usr/local/cuda-12.9 |
| nvidia\$1container\$1toolkit\$1version | 1.18.2 |
| ofi\$1nccl\$1version | 1.16.3 |
| nvme\$1location | /opt/dlami/nvme |
| ebs\$1volume\$1type | gp3 |
| ssm\$1agent\$1version | 3.3.3050.0 |
##### Package Changes from Previous Release
**Note**
All DLAMI are scanned for vulnerabilities following AWS Best Practices. While we continuously upgrade to the latest package versions, some dependencies may require specific package downgrades to maintain compatibility. These adjustments do not impact our security posture. For information on AWS security measures, please refer to our [AWS Security Documentation ](https://docs.aws.amazon.com/dlami/latest/devguide/security.html)
##### Added Packages
| |
| --- |
| linux-aws-6.17-headers-6.17.0-1007-6.17.0-1007.7\$124.04.1 |
| linux-aws-6.17-tools-6.17.0-1007-6.17.0-1007.7\$124.04.1 |
| linux-headers-6.17.0-1007-aws-6.17.0-1007.7\$124.04.1 |
| linux-image-6.17.0-1007-aws-6.17.0-1007.7\$124.04.1 |
| linux-modules-6.17.0-1007-aws-6.17.0-1007.7\$124.04.1 |
| linux-tools-6.17.0-1007-aws-6.17.0-1007.7\$124.04.1 |
| lustre-client-modules-6.17.0-1007-aws-2.15.6-1fsx28 |
##### Updated Packages
| Package Name | Previous Version | New Version |
| --- | --- | --- |
| Flask | 3.1.2 | 3.1.3 |
| SQLAlchemy | 2.0.46 | 2.0.47 |
| Werkzeug | 3.1.5 | 3.1.6 |
| amazon-cloudwatch-agent | 1.300064.0b1337-1 | 1.300064.1b1344-1 |
| async-lru | 2.1.0 | 2.2.0 |
| awscli | 1.44.40 | 1.44.47 |
| boto3 | 1.42.50 | 1.42.57 |
| botocore | 1.42.50 | 1.42.57 |
| cachetools | 6.2.6 | 7.0.1 |
| certifi | 2026.1.4 | 2026.2.25 |
| cloud-init | 25.2-0ubuntu1\$124.04.1 | 25.3-0ubuntu1\$124.04.1 |
| databricks-sdk | 0.88.0 | 0.93.0 |
| docker-compose-plugin | 5.0.2-1\$1ubuntu.24.04\$1noble | 5.1.0-1\$1ubuntu.24.04\$1noble |
| fastapi | 0.129.0 | 0.133.1 |
| filelock | 3.24.2 | 3.24.3 |
| geventhttpclient | 2.3.7 | 2.3.8 |
| greenlet | 3.3.1 | 3.3.2 |
| gunicorn | 23.0.0 | 25.1.0 |
| inspectorssmplugin | 1.0.441 | 1.0.443 |
| jupyterlab | 4.5.4 | 4.5.5 |
| libcurl3t64-gnutls | 8.5.0-2ubuntu10.6 | 8.5.0-2ubuntu10.7 |
| libcurl4t64 | 8.5.0-2ubuntu10.6 | 8.5.0-2ubuntu10.7 |
| libssh-4 | 0.10.6-2ubuntu0.2 | 0.10.6-2ubuntu0.3 |
| linux-aws | 6.14.0-1018.18\$124.04.1 | 6.17.0-1007.7\$124.04.1 |
| linux-headers-aws | 6.14.0-1018.18\$124.04.1 | 6.17.0-1007.7\$124.04.1 |
| linux-image-aws | 6.14.0-1018.18\$124.04.1 | 6.17.0-1007.7\$124.04.1 |
| linux-libc-dev | 6.8.0-100.100 | 6.8.0-101.101 |
| linux-tools-common | 6.8.0-100.100 | 6.8.0-101.101 |
| lustre-client-utils | 2.15.6-1fsx26 | 2.15.6-1fsx28 |
| mlflow | 3.9.0 | 3.10.0 |
| mlflow-skinny | 3.9.0 | 3.10.0 |
| mlflow-tracing | 3.9.0 | 3.10.0 |
| narwhals | 2.16.0 | 2.17.0 |
| nltk | 3.9.2 | 3.9.3 |
| numba | 0.63.1 | 0.64.0 |
| onnxruntime | 1.24.1 | 1.24.2 |
| packaging | 25.0 | 26.0 |
| platformdirs | 4.4.0 | 4.9.2 |
| pyarrow | 22.0.0 | 23.0.1 |
| pybind11 | 3.0.1 | 3.0.2 |
| regex | 2026.1.15 | 2026.2.19 |
| scipy | 1.17.0 | 1.17.1 |
| systemd-hwe-hwdb | 255.1.6 | 255.1.7 |
| typer | 0.24.0 | 0.24.1 |
##### Removed Packages
| Package Name |
| --- |
| linux-aws-6.14-headers-6.14.0-1018 |
| linux-aws-6.14-tools-6.14.0-1018 |
| linux-headers-6.14.0-1018-aws |
| linux-image-6.14.0-1018-aws |
| linux-modules-6.14.0-1018-aws |
| linux-tools-6.14.0-1018-aws |
| lustre-client-modules-6.14.0-1018-aws |
# Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20260217
For help getting started, see [Getting started with DLAMI](getting-started.md).
##### Major Package Versions
| | |
| --- |--- |
| supported\$1ec2\$1instances | G5g, P6e-GB200 |
| operating\$1system | Ubuntu 24.04.4 LTS |
| compute\$1architecture | aarch64 |
| kernel\$1version | 6.14.0-1018-aws |
| framework\$1version | 2.8 |
| python\$1location | /opt/pytorch/bin/python |
| nvidia\$1driver | 580.126.09 |
| nvidia\$1cuda\$1stack | /usr/local/cuda-12.9 |
| nvidia\$1container\$1toolkit\$1version | 1.18.2 |
| ofi\$1nccl\$1version | 1.16.3 |
| nvme\$1location | /opt/dlami/nvme |
| ebs\$1volume\$1type | gp3 |
| ssm\$1agent\$1version | 3.3.3050.0 |
##### Package Changes from Previous Release
**Note**
All DLAMI are scanned for vulnerabilities following AWS Best Practices. While we continuously upgrade to the latest package versions, some dependencies may require specific package downgrades to maintain compatibility. These adjustments do not impact our security posture. For information on AWS security measures, please refer to our [AWS Security Documentation ](https://docs.aws.amazon.com/dlami/latest/devguide/security.html)
##### Added Packages
| |
| --- |
| GitPython-3.1.46 |
| Mako-1.3.10 |
| PyNaCl-1.6.2 |
| SQLAlchemy-2.0.46 |
| aiohappyeyeballs-2.6.1 |
| aiohttp-3.13.3 |
| aiosignal-1.4.0 |
| alembic-1.18.4 |
| bcrypt-5.0.0 |
| brotli-1.2.0 |
| cachetools-6.2.6 |
| databricks-sdk-0.88.0 |
| deepdiff-8.6.1 |
| flask-cors-6.0.2 |
| flatbuffers-25.12.19 |
| frozenlist-1.8.0 |
| gevent-25.9.1 |
| geventhttpclient-2.3.7 |
| gitdb-4.0.12 |
| google-auth-2.48.0 |
| greenlet-3.3.1 |
| gunicorn-23.0.0 |
| huey-2.6.0 |
| iniconfig-2.3.0 |
| invoke-2.2.1 |
| ml\$1dtypes-0.5.4 |
| mlflow-3.9.0 |
| mlflow-skinny-3.9.0 |
| mlflow-tracing-3.9.0 |
| multidict-6.7.1 |
| onnx-1.20.1 |
| onnxruntime-1.24.1 |
| opentelemetry-api-1.39.1 |
| opentelemetry-proto-1.39.1 |
| opentelemetry-sdk-1.39.1 |
| opentelemetry-semantic-conventions-0.60b1 |
| orderly-set-5.5.0 |
| paramiko-4.0.0 |
| pluggy-1.6.0 |
| propcache-0.4.1 |
| pyasn1\$1modules-0.4.2 |
| pytest-9.0.2 |
| python-dotenv-1.2.1 |
| python-rapidjson-1.23 |
| sagemaker-mlflow-0.2.0 |
| sagemaker-mlops-1.4.1 |
| sagemaker-schema-inference-artifacts-0.0.5 |
| sagemaker-serve-1.4.1 |
| sagemaker-train-1.4.1 |
| skops-0.13.0 |
| smmap-5.0.2 |
| sqlparse-0.5.5 |
| tritonclient-2.65.0 |
| yarl-1.22.0 |
| zope.event-6.1 |
| zope.interface-8.2 |
##### Updated Packages
| Package Name | Previous Version | New Version |
| --- | --- | --- |
| Authlib | 1.6.6 | 1.6.8 |
| amazon-cloudwatch-agent | 1.300063.0b1323-1 | 1.300064.0b1337-1 |
| awscli | 1.44.25 | 1.44.40 |
| babel | 2.17.0 | 2.18.0 |
| boto3 | 1.42.35 | 1.42.50 |
| botocore | 1.42.35 | 1.42.50 |
| cpp-13 | 13.3.0-6ubuntu2\$124.04 | 13.3.0-6ubuntu2\$124.04.1 |
| cpp-13-aarch64-linux-gnu | 13.3.0-6ubuntu2\$124.04 | 13.3.0-6ubuntu2\$124.04.1 |
| cryptography | 46.0.3 | 46.0.5 |
| debugpy | 1.8.19 | 1.8.20 |
| devscripts | 2.23.7 | 2.23.7ubuntu0.1 |
| docker-buildx-plugin | 0.30.1-1\$1ubuntu.24.04\$1noble | 0.31.1-1\$1ubuntu.24.04\$1noble |
| docker-ce-cli | 29.2.0-1\$1ubuntu.24.04\$1noble | 29.2.1-1\$1ubuntu.24.04\$1noble |
| docker-ce-rootless-extras | 29.2.0-1\$1ubuntu.24.04\$1noble | 29.2.1-1\$1ubuntu.24.04\$1noble |
| fastapi | 0.128.0 | 0.129.0 |
| filelock | 3.20.3 | 3.24.2 |
| fsspec | 2026.1.0 | 2026.2.0 |
| g\$1\$1-13 | 13.3.0-6ubuntu2\$124.04 | 13.3.0-6ubuntu2\$124.04.1 |
| g\$1\$1-13-aarch64-linux-gnu | 13.3.0-6ubuntu2\$124.04 | 13.3.0-6ubuntu2\$124.04.1 |
| gcc-13-aarch64-linux-gnu | 13.3.0-6ubuntu2\$124.04 | 13.3.0-6ubuntu2\$124.04.1 |
| gcc-13-base | 13.3.0-6ubuntu2\$124.04 | 13.3.0-6ubuntu2\$124.04.1 |
| gcc-14-base | 14.2.0-4ubuntu2\$124.04 | 14.2.0-4ubuntu2\$124.04.1 |
| gfortran-13 | 13.3.0-6ubuntu2\$124.04 | 13.3.0-6ubuntu2\$124.04.1 |
| gfortran-13-aarch64-linux-gnu | 13.3.0-6ubuntu2\$124.04 | 13.3.0-6ubuntu2\$124.04.1 |
| gir1.2-glib-2.0 | 2.80.0-6ubuntu3.7 | 2.80.0-6ubuntu3.8 |
| inetutils-telnet | 2.5-3ubuntu4 | 2.5-3ubuntu4.1 |
| initramfs-tools-bin | 0.142ubuntu25.5 | 0.142ubuntu25.8 |
| initramfs-tools-core | 0.142ubuntu25.5 | 0.142ubuntu25.8 |
| inspectorssmplugin | 1.0.434 | 1.0.441 |
| ipython | 9.9.0 | 9.10.0 |
| jupyterlab | 4.5.3 | 4.5.4 |
| libasan8 | 14.2.0-4ubuntu2\$124.04 | 14.2.0-4ubuntu2\$124.04.1 |
| libatomic1 | 14.2.0-4ubuntu2\$124.04 | 14.2.0-4ubuntu2\$124.04.1 |
| libc-bin | 2.39-0ubuntu8.6 | 2.39-0ubuntu8.7 |
| libc-dev-bin | 2.39-0ubuntu8.6 | 2.39-0ubuntu8.7 |
| libc-devtools | 2.39-0ubuntu8.6 | 2.39-0ubuntu8.7 |
| libc6 | 2.39-0ubuntu8.6 | 2.39-0ubuntu8.7 |
| libc6-dev | 2.39-0ubuntu8.6 | 2.39-0ubuntu8.7 |
| libcc1-0 | 14.2.0-4ubuntu2\$124.04 | 14.2.0-4ubuntu2\$124.04.1 |
| libdrm-common | 2.4.122-1\$1ubuntu0.24.04.2 | 2.4.125-1ubuntu0.1\$124.04.1 |
| libdrm2 | 2.4.122-1\$1ubuntu0.24.04.2 | 2.4.125-1ubuntu0.1\$124.04.1 |
| libexpat1 | 2.6.1-2ubuntu0.3 | 2.6.1-2ubuntu0.4 |
| libexpat1-dev | 2.6.1-2ubuntu0.3 | 2.6.1-2ubuntu0.4 |
| libfwupd2 | 1.9.31-0ubuntu1\$124.04.1 | 1.9.33-0ubuntu1\$124.04.1ubuntu1 |
| libgcc-13-dev | 13.3.0-6ubuntu2\$124.04 | 13.3.0-6ubuntu2\$124.04.1 |
| libgcc-s1 | 14.2.0-4ubuntu2\$124.04 | 14.2.0-4ubuntu2\$124.04.1 |
| libgfortran-13-dev | 13.3.0-6ubuntu2\$124.04 | 13.3.0-6ubuntu2\$124.04.1 |
| libgfortran5 | 14.2.0-4ubuntu2\$124.04 | 14.2.0-4ubuntu2\$124.04.1 |
| libgirepository-2.0-0 | 2.80.0-6ubuntu3.7 | 2.80.0-6ubuntu3.8 |
| libglib2.0-0t64 | 2.80.0-6ubuntu3.7 | 2.80.0-6ubuntu3.8 |
| libglib2.0-bin | 2.80.0-6ubuntu3.7 | 2.80.0-6ubuntu3.8 |
| libglib2.0-data | 2.80.0-6ubuntu3.7 | 2.80.0-6ubuntu3.8 |
| libglib2.0-dev | 2.80.0-6ubuntu3.7 | 2.80.0-6ubuntu3.8 |
| libglib2.0-dev-bin | 2.80.0-6ubuntu3.7 | 2.80.0-6ubuntu3.8 |
| libgnutls30t64 | 3.8.3-1.1ubuntu3.4 | 3.8.3-1.1ubuntu3.5 |
| libgomp1 | 14.2.0-4ubuntu2\$124.04 | 14.2.0-4ubuntu2\$124.04.1 |
| libhwasan0 | 14.2.0-4ubuntu2\$124.04 | 14.2.0-4ubuntu2\$124.04.1 |
| libitm1 | 14.2.0-4ubuntu2\$124.04 | 14.2.0-4ubuntu2\$124.04.1 |
| libldap-common | 2.6.7\$1dfsg-1\$1exp1ubuntu8.2 | 2.6.10\$1dfsg-0ubuntu0.24.04.1 |
| libldap2 | 2.6.7\$1dfsg-1\$1exp1ubuntu8.2 | 2.6.10\$1dfsg-0ubuntu0.24.04.1 |
| liblsan0 | 14.2.0-4ubuntu2\$124.04 | 14.2.0-4ubuntu2\$124.04.1 |
| libmysqlclient21 | 8.0.44-0ubuntu0.24.04.2 | 8.0.45-0ubuntu0.24.04.1 |
| libnuma1 | 2.0.18-1build1 | 2.0.18-1ubuntu0.24.04.1 |
| libpng-dev | 1.6.43-5ubuntu0.3 | 1.6.43-5ubuntu0.5 |
| libpng-tools | 1.6.43-5ubuntu0.3 | 1.6.43-5ubuntu0.5 |
| libpng16-16t64 | 1.6.43-5ubuntu0.3 | 1.6.43-5ubuntu0.5 |
| libpython3.12-dev | 3.12.3-1ubuntu0.10 | 3.12.3-1ubuntu0.11 |
| libpython3.12-minimal | 3.12.3-1ubuntu0.10 | 3.12.3-1ubuntu0.11 |
| libpython3.12-stdlib | 3.12.3-1ubuntu0.10 | 3.12.3-1ubuntu0.11 |
| libpython3.12t64 | 3.12.3-1ubuntu0.10 | 3.12.3-1ubuntu0.11 |
| libssl-dev | 3.0.13-0ubuntu3.6 | 3.0.13-0ubuntu3.7 |
| libssl3t64 | 3.0.13-0ubuntu3.6 | 3.0.13-0ubuntu3.7 |
| libstdc\$1\$1-13-dev | 13.3.0-6ubuntu2\$124.04 | 13.3.0-6ubuntu2\$124.04.1 |
| libstdc\$1\$16 | 14.2.0-4ubuntu2\$124.04 | 14.2.0-4ubuntu2\$124.04.1 |
| libtsan2 | 14.2.0-4ubuntu2\$124.04 | 14.2.0-4ubuntu2\$124.04.1 |
| libubsan1 | 14.2.0-4ubuntu2\$124.04 | 14.2.0-4ubuntu2\$124.04.1 |
| linux-libc-dev | 6.8.0-90.91 | 6.8.0-100.100 |
| linux-tools-common | 6.8.0-90.91 | 6.8.0-100.100 |
| locales | 2.39-0ubuntu8.6 | 2.39-0ubuntu8.7 |
| lustre-client-modules-6.14.0-1018-aws | 2.15.6-1fsx25 | 2.15.6-1fsx26 |
| lustre-client-utils | 2.15.6-1fsx25 | 2.15.6-1fsx26 |
| marshmallow | 4.2.1 | 4.2.2 |
| motd-news-config | 13ubuntu10.3 | 13ubuntu10.4 |
| narwhals | 2.15.0 | 2.16.0 |
| nbconvert | 7.16.6 | 7.17.0 |
| packaging | 24.2 | 25.0 |
| pandas | 3.0.0 | 2.3.3 |
| parso | 0.8.5 | 0.8.6 |
| pillow | 12.1.0 | 12.1.1 |
| pip | 25.3 | 26.0.1 |
| platformdirs | 4.4.0 | 4.9.2 |
| protobuf | 6.31.1 | 6.33.5 |
| psutil | 7.2.1 | 7.2.2 |
| pyarrow | 23.0.0 | 22.0.0 |
| python-apt-common | 2.7.7ubuntu5.1 | 2.7.7ubuntu5.2 |
| python3-apt | 2.7.7ubuntu5.1 | 2.7.7ubuntu5.2 |
| python3-distupgrade | 24.04.27 | 24.04.28 |
| python3.12-dev | 3.12.3-1ubuntu0.10 | 3.12.3-1ubuntu0.11 |
| python3.12-minimal | 3.12.3-1ubuntu0.10 | 3.12.3-1ubuntu0.11 |
| python3.12-venv | 3.12.3-1ubuntu0.10 | 3.12.3-1ubuntu0.11 |
| rich | 14.3.1 | 13.9.4 |
| sagemaker | 2.256.1 | 3.4.1 |
| sagemaker-core | 1.0.74 | 2.4.1 |
| setuptools | 80.10.2 | 81.0.0 |
| starlette | 0.50.0 | 0.52.1 |
| telnet | 2.5-3ubuntu4 | 2.5-3ubuntu4.1 |
| tenacity | 9.1.2 | 9.1.4 |
| tqdm | 4.67.1 | 4.67.3 |
| typer | 0.21.1 | 0.24.0 |
| ubuntu-release-upgrader-core | 24.04.27 | 24.04.28 |
| uvicorn | 0.40.0 | 0.41.0 |
| wcwidth | 0.4.0 | 0.6.0 |
##### Removed Packages
| Package Name |
| --- |
| google-pasta |
| multiprocess |
| pathos |
| pox |
| ppft |
# Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20260122
For help getting started, see [Getting started with DLAMI](getting-started.md).
##### Major Package Versions
| | |
| --- |--- |
| supported\$1ec2\$1instances | G5g, P6e-GB200 |
| operating\$1system | Ubuntu 24.04.3 LTS |
| compute\$1architecture | aarch64 |
| kernel\$1version | 6.14.0-1018-aws |
| framework\$1version | 2.8 |
| python\$1location | /opt/pytorch/bin/python |
| nvidia\$1driver | 580.126.09 |
| nvidia\$1cuda\$1stack | /usr/local/cuda-12.9 |
| nvidia\$1container\$1toolkit\$1version | 1.18.1 |
| ofi\$1nccl\$1version | 1.16.3 |
| nvme\$1location | /opt/dlami/nvme |
| ebs\$1volume\$1type | gp3 |
| ssm\$1agent\$1version | 3.3.2299.0 |
##### Package Changes from Previous Release
**Note**
All DLAMI are scanned for vulnerabilities following AWS Best Practices. While we continuously upgrade to the latest package versions, some dependencies may require specific package downgrades to maintain compatibility. These adjustments do not impact our security posture. For information on AWS security measures, please refer to our [AWS Security Documentation ](https://docs.aws.amazon.com/dlami/latest/devguide/security.html)
##### Added Packages
No packages were added in this release.
##### Updated Packages
| Package Name | Previous Version | New Version |
| --- | --- | --- |
| awscli | 1.44.21 | 1.44.22 |
| boto3 | 1.42.31 | 1.42.32 |
| botocore | 1.42.31 | 1.42.32 |
| docker-compose-plugin | 5.0.1-1\$1ubuntu.24.04\$1noble | 5.0.2-1\$1ubuntu.24.04\$1noble |
| gir1.2-glib-2.0 | 2.80.0-6ubuntu3.6 | 2.80.0-6ubuntu3.7 |
| importlib\$1metadata | 8.0.0 | 8.7.1 |
| jaraco.context | 5.3.0 | 6.1.0 |
| jaraco.functools | 4.0.1 | 4.4.0 |
| jaraco.text | 3.12.1 | 4.0.0 |
| jmespath | 1.0.1 | 1.1.0 |
| libgirepository-2.0-0 | 2.80.0-6ubuntu3.6 | 2.80.0-6ubuntu3.7 |
| libglib2.0-0t64 | 2.80.0-6ubuntu3.6 | 2.80.0-6ubuntu3.7 |
| libglib2.0-bin | 2.80.0-6ubuntu3.6 | 2.80.0-6ubuntu3.7 |
| libglib2.0-data | 2.80.0-6ubuntu3.6 | 2.80.0-6ubuntu3.7 |
| libglib2.0-dev | 2.80.0-6ubuntu3.6 | 2.80.0-6ubuntu3.7 |
| libglib2.0-dev-bin | 2.80.0-6ubuntu3.6 | 2.80.0-6ubuntu3.7 |
| libxml2 | 2.9.14\$1dfsg-1.3ubuntu3.6 | 2.9.14\$1dfsg-1.3ubuntu3.7 |
| more-itertools | 10.3.0 | 10.8.0 |
| nvidia-imex | 580.105.08-1 | 580.126.09-1 |
| nvidia-ml-py | 13.590.44 | 13.590.48 |
| packaging | 24.2 | 25.0 |
| pandas | 2.3.3 | 3.0.0 |
| platformdirs | 4.2.2 | 4.4.0 |
| pycparser | 2.23 | 3.0 |
| pyparsing | 3.3.1 | 3.3.2 |
| python3-pyasn1 | 0.4.8-4 | 0.4.8-4ubuntu0.1 |
| sagemaker | 2.256.0 | 2.256.1 |
| setuptools | 80.9.0 | 80.10.1 |
| tomli | 2.0.1 | 2.4.0 |
| typing\$1extensions | 4.12.2 | 4.15.0 |
| wcwidth | 0.2.14 | 0.3.0 |
| wheel | 0.45.1 | 0.46.3 |
##### Removed Packages
| Package Name |
| --- |
| inflect |
| jaraco.collections |
| typeguard |
# Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20260121
For help getting started, see [Getting started with DLAMI](getting-started.md).
##### Major Package Versions
| | |
| --- |--- |
| supported\$1ec2\$1instances | G5g, P6e-GB200 |
| operating\$1system | Ubuntu 24.04.3 LTS |
| compute\$1architecture | aarch64 |
| kernel\$1version | 6.14.0-1018-aws |
| framework\$1version | 2.8 |
| python\$1location | /opt/pytorch/bin/python |
| nvidia\$1driver | 580.105.08 |
| nvidia\$1cuda\$1stack | /usr/local/cuda-12.9 |
| nvidia\$1container\$1toolkit\$1version | 1.18.1 |
| ofi\$1nccl\$1version | 1.16.3 |
| nvme\$1location | /opt/dlami/nvme |
| ebs\$1volume\$1type | gp3 |
| ssm\$1agent\$1version | 3.3.2299.0 |
##### Package Changes from Previous Release
**Note**
All DLAMI are scanned for vulnerabilities following AWS Best Practices. While we continuously upgrade to the latest package versions, some dependencies may require specific package downgrades to maintain compatibility. These adjustments do not impact our security posture. For information on AWS security measures, please refer to our [AWS Security Documentation ](https://docs.aws.amazon.com/dlami/latest/devguide/security.html)
##### Added Packages
No packages were added in this release.
##### Updated Packages
| Package Name | Previous Version | New Version |
| --- | --- | --- |
| async-lru | 2.0.5 | 2.1.0 |
| awscli | 1.44.20 | 1.44.21 |
| boto3 | 1.42.30 | 1.42.31 |
| botocore | 1.42.30 | 1.42.31 |
| dill | 0.4.0 | 0.4.1 |
| java-11-amazon-corretto-jdk | 11.0.29.7-1 | 11.0.30.7-1 |
| kpartx | 0.9.4-5ubuntu8 | 0.9.4-5ubuntu8.1 |
| multiprocess | 0.70.18 | 0.70.19 |
| pathos | 0.3.4 | 0.3.5 |
| platformdirs | 4.5.1 | 4.2.2 |
| pox | 0.3.6 | 0.3.7 |
| ppft | 1.7.7 | 1.7.8 |
| pyarrow | 22.0.0 | 23.0.0 |
| sagemaker-core | 1.0.73 | 1.0.74 |
| soupsieve | 2.8.1 | 2.8.3 |
| typing\$1extensions | 4.12.2 | 4.15.0 |
##### Removed Packages
No packages were removed in this release.
# Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20260116
For help getting started, see [Getting started with DLAMI](getting-started.md).
##### Major Package Versions
| | |
| --- |--- |
| supported\$1ec2\$1instances | G5g, P6e-GB200 |
| operating\$1system | Ubuntu 24.04.3 LTS |
| compute\$1architecture | aarch64 |
| kernel\$1version | 6.14.0-1018-aws |
| framework\$1version | 2.8 |
| python\$1location | /opt/pytorch/bin/python |
| nvidia\$1driver | 580.105.08 |
| nvidia\$1cuda\$1stack | /usr/local/cuda-12.9 |
| nvidia\$1container\$1toolkit\$1version | 1.18.1 |
| ofi\$1nccl\$1version | 1.16.3 |
| nvme\$1location | /opt/dlami/nvme |
| ebs\$1volume\$1type | gp3 |
| ssm\$1agent\$1version | 3.3.2299.0 |
##### Package Changes from Previous Release
**Note**
All DLAMI are scanned for vulnerabilities following AWS Best Practices. While we continuously upgrade to the latest package versions, some dependencies may require specific package downgrades to maintain compatibility. These adjustments do not impact our security posture. For information on AWS security measures, please refer to our [AWS Security Documentation ](https://docs.aws.amazon.com/dlami/latest/devguide/security.html)
##### Added Packages
No packages were added in this release.
##### Updated Packages
| Package Name | Previous Version | New Version |
| --- | --- | --- |
| Send2Trash | 2.0.0 | 2.1.0 |
| awscli | 1.44.15 | 1.44.20 |
| boto3 | 1.42.25 | 1.42.30 |
| botocore | 1.42.25 | 1.42.30 |
| docker-ce-cli | 29.1.4-1\$1ubuntu.24.04\$1noble | 29.1.5-1\$1ubuntu.24.04\$1noble |
| docker-ce-rootless-extras | 29.1.4-1\$1ubuntu.24.04\$1noble | 29.1.5-1\$1ubuntu.24.04\$1noble |
| inspectorssmplugin | 1.0.432 | 1.0.434 |
| jupyter\$1server\$1terminals | 0.5.3 | 0.5.4 |
| jupyterlab | 4.5.1 | 4.5.2 |
| klibc-utils | 2.0.13-4ubuntu0.1 | 2.0.13-4ubuntu0.2 |
| libheif-plugin-aomdec | 1.17.6-1ubuntu4.1 | 1.17.6-1ubuntu4.2 |
| libheif-plugin-aomenc | 1.17.6-1ubuntu4.1 | 1.17.6-1ubuntu4.2 |
| libheif-plugin-libde265 | 1.17.6-1ubuntu4.1 | 1.17.6-1ubuntu4.2 |
| libheif1 | 1.17.6-1ubuntu4.1 | 1.17.6-1ubuntu4.2 |
| libklibc | 2.0.13-4ubuntu0.1 | 2.0.13-4ubuntu0.2 |
| libpng-dev | 1.6.43-5ubuntu0.1 | 1.6.43-5ubuntu0.3 |
| libpng-tools | 1.6.43-5ubuntu0.1 | 1.6.43-5ubuntu0.3 |
| libpng16-16t64 | 1.6.43-5ubuntu0.1 | 1.6.43-5ubuntu0.3 |
| libpython3.12-dev | 3.12.3-1ubuntu0.9 | 3.12.3-1ubuntu0.10 |
| libpython3.12-minimal | 3.12.3-1ubuntu0.9 | 3.12.3-1ubuntu0.10 |
| libpython3.12-stdlib | 3.12.3-1ubuntu0.9 | 3.12.3-1ubuntu0.10 |
| libpython3.12t64 | 3.12.3-1ubuntu0.9 | 3.12.3-1ubuntu0.10 |
| libtasn1-6 | 4.19.0-3ubuntu0.24.04.1 | 4.19.0-3ubuntu0.24.04.2 |
| platformdirs | 4.2.2 | 4.5.1 |
| prometheus\$1client | 0.23.1 | 0.24.1 |
| pyasn1 | 0.6.1 | 0.6.2 |
| python3-urllib3 | 2.0.7-1ubuntu0.3 | 2.0.7-1ubuntu0.6 |
| python3.12-dev | 3.12.3-1ubuntu0.9 | 3.12.3-1ubuntu0.10 |
| python3.12-minimal | 3.12.3-1ubuntu0.9 | 3.12.3-1ubuntu0.10 |
| python3.12-venv | 3.12.3-1ubuntu0.9 | 3.12.3-1ubuntu0.10 |
| regex | 2025.11.3 | 2026.1.15 |
| sagemaker-core | 1.0.72 | 1.0.73 |
| scipy | 1.16.3 | 1.17.0 |
| snapd | 2.72\$1ubuntu24.04 | 2.73\$1ubuntu24.04 |
| tomlkit | 0.13.3 | 0.14.0 |
| typing\$1extensions | 4.15.0 | 4.12.2 |
##### Removed Packages
No packages were removed in this release.
# Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20260102
For help getting started, see [Getting started with DLAMI](getting-started.md).
##### Major Package Versions
| | |
| --- |--- |
| supported\$1ec2\$1instances | G5g, P6e-GB200 |
| operating\$1system | Ubuntu 24.04.3 LTS |
| compute\$1architecture | aarch64 |
| kernel\$1version | 6.14.0-1018-aws |
| framework\$1version | 2.8 |
| python\$1location | /opt/pytorch/bin/python |
| nvidia\$1driver | 580.105.08 |
| nvidia\$1cuda\$1stack | /usr/local/cuda-12.9 |
| nvidia\$1container\$1toolkit\$1version | 1.18.1 |
| ofi\$1nccl\$1version | 1.16.3 |
| nvme\$1location | /opt/dlami/nvme |
| ebs\$1volume\$1type | gp3 |
| ssm\$1agent\$1version | 3.3.2299.0 |
##### Package Changes from Previous Release
**Note**
All DLAMI are scanned for vulnerabilities following AWS Best Practices. While we continuously upgrade to the latest package versions, some dependencies may require specific package downgrades to maintain compatibility. These adjustments do not impact our security posture. For information on AWS security measures, please refer to our [AWS Security Documentation ](https://docs.aws.amazon.com/dlami/latest/devguide/security.html)
##### Added Packages
No packages were added in this release.
##### Updated Packages
| Package Name | Previous Version | New Version |
| --- | --- | --- |
| Send2Trash | 1.8.3 | 2.0.0 |
| awscli | 1.44.7 | 1.44.10 |
| boto3 | 1.42.17 | 1.42.20 |
| botocore | 1.42.17 | 1.42.20 |
| docker-compose-plugin | 5.0.0-1\$1ubuntu.24.04\$1noble | 5.0.1-1\$1ubuntu.24.04\$1noble |
| fastapi | 0.127.1 | 0.128.0 |
| filelock | 3.20.1 | 3.20.2 |
| inspectorssmplugin | 1.0.430 | 1.0.431 |
| json5 | 0.12.1 | 0.13.0 |
| pillow | 12.0.0 | 12.1.0 |
| psutil | 7.2.0 | 7.2.1 |
| ruamel.yaml | 0.18.17 | 0.19.1 |
| termcolor | 3.2.0 | 3.3.0 |
| typing\$1extensions | 4.15.0 | 4.12.2 |
##### Removed Packages
| Package Name |
| --- |
| ruamel.yaml.clib |
# Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20251226
For help getting started, see [Getting started with DLAMI](getting-started.md).
##### Major Package Versions
| | |
| --- |--- |
| supported\$1ec2\$1instances | G5g, P6e-GB200 |
| operating\$1system | Ubuntu 24.04.3 LTS |
| compute\$1architecture | aarch64 |
| kernel\$1version | 6.14.0-1018-aws |
| framework\$1version | 2.8 |
| python\$1location | /opt/pytorch/bin/python |
| nvidia\$1driver | 580.105.08 |
| nvidia\$1cuda\$1stack | /usr/local/cuda-12.9 |
| nvidia\$1container\$1toolkit\$1version | 1.18.1 |
| ofi\$1nccl\$1version | 1.16.3 |
| nvme\$1location | /opt/dlami/nvme |
| ebs\$1volume\$1type | gp3 |
| ssm\$1agent\$1version | 3.3.2299.0 |
##### Package Changes from Previous Release
**Note**
All DLAMI are scanned for vulnerabilities following AWS Best Practices. While we continuously upgrade to the latest package versions, some dependencies may require specific package downgrades to maintain compatibility. These adjustments do not impact our security posture. For information on AWS security measures, please refer to our [AWS Security Documentation ](https://docs.aws.amazon.com/dlami/latest/devguide/security.html)
##### Added Packages
No packages were added in this release.
##### Updated Packages
| Package Name | Previous Version | New Version |
| --- | --- | --- |
| awscli | 1.44.4 | 1.44.7 |
| boto3 | 1.42.14 | 1.42.17 |
| botocore | 1.42.14 | 1.42.17 |
| fastapi | 0.125.0 | 0.127.1 |
| libxnvctrl0 | 590.44.01-0ubuntu1 | 590.48.01-0ubuntu1 |
| marshmallow | 4.1.1 | 4.1.2 |
| mistune | 3.1.4 | 3.2.0 |
| nbclient | 0.10.3 | 0.10.4 |
| psutil | 7.1.3 | 7.2.0 |
| pyparsing | 3.2.5 | 3.3.1 |
| typer | 0.20.1 | 0.21.0 |
| typing\$1extensions | 4.15.0 | 4.12.2 |
| uvicorn | 0.38.0 | 0.40.0 |
##### Removed Packages
No packages were removed in this release.
# Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20251205
For help getting started, see [Getting started with DLAMI](getting-started.md).
##### Major Package Versions
| | |
| --- |--- |
| supported\$1ec2\$1instances | G5g |
| operating\$1system | Ubuntu 24.04.3 LTS |
| compute\$1architecture | aarch64 |
| kernel\$1version | 6.14.0-1017-aws |
| framework\$1version | 2.8 |
| python\$1location | /opt/pytorch/bin/python |
| nvidia\$1driver | 580.105.08 |
| default\$1cuda | /usr/local/cuda-12.9/ |
| nvidia\$1cuda\$1stack | /usr/local/cuda-12.9 |
| gdr\$1copy | 2.5.1 |
| nvidia\$1container\$1toolkit\$1version | 1.18.1 |
| ofi\$1nccl\$1version | 1.16.3 |
| nvme\$1location | /opt/dlami/nvme |
| ebs\$1volume\$1type | gp3 |
| ssm\$1agent\$1version | 3.3.2299.0 |
##### Package Changes from Previous Release
**Note**
All DLAMI are scanned for vulnerabilities following AWS Best Practices. While we continuously upgrade to the latest package versions, some dependencies may require specific package downgrades to maintain compatibility. These adjustments do not impact our security posture. For information on AWS security measures, please refer to our [AWS Security Documentation ](https://docs.aws.amazon.com/dlami/latest/devguide/security.html)
##### Added Packages
No packages were added in this release.
##### Updated Packages
| Package Name | Previous Version | New Version |
| --- | --- | --- |
| Werkzeug | 3.1.3 | 3.1.4 |
| awscli | 1.43.5 | 1.43.10 |
| beautifulsoup4 | 4.14.2 | 4.14.3 |
| binutils-aarch64-linux-gnu | 2.42-4ubuntu2.6 | 2.42-4ubuntu2.7 |
| binutils-common | 2.42-4ubuntu2.6 | 2.42-4ubuntu2.7 |
| boto3 | 1.41.5 | 1.42.4 |
| botocore | 1.41.5 | 1.42.4 |
| dkms | 3.2.2-1ubuntu1 | 3.3.0-1ubuntu1 |
| docker-ce-cli | 29.1.1-1\$1ubuntu.24.04\$1noble | 29.1.2-1\$1ubuntu.24.04\$1noble |
| docker-ce-rootless-extras | 29.1.1-1\$1ubuntu.24.04\$1noble | 29.1.2-1\$1ubuntu.24.04\$1noble |
| docker-compose-plugin | 2.40.3-1\$1ubuntu.24.04\$1noble | 5.0.0-1\$1ubuntu.24.04\$1noble |
| fastapi | 0.122.0 | 0.123.10 |
| fsspec | 2025.10.0 | 2025.12.0 |
| gdrcopy | 2.5-1 | 2.5.1 |
| gdrcopy-tests | 2.5-1 | 2.5.1 |
| gdrdrv-dkms | 2.5-1 | 2.5.1 |
| gir1.2-glib-2.0 | 2.80.0-6ubuntu3.4 | 2.80.0-6ubuntu3.5 |
| ipython | 9.7.0 | 9.8.0 |
| libbinutils | 2.42-4ubuntu2.6 | 2.42-4ubuntu2.7 |
| libctf-nobfd0 | 2.42-4ubuntu2.6 | 2.42-4ubuntu2.7 |
| libctf0 | 2.42-4ubuntu2.6 | 2.42-4ubuntu2.7 |
| libgdrapi | 2.5-1 | 2.5.1 |
| libgirepository-2.0-0 | 2.80.0-6ubuntu3.4 | 2.80.0-6ubuntu3.5 |
| libglib2.0-0t64 | 2.80.0-6ubuntu3.4 | 2.80.0-6ubuntu3.5 |
| libglib2.0-bin | 2.80.0-6ubuntu3.4 | 2.80.0-6ubuntu3.5 |
| libglib2.0-data | 2.80.0-6ubuntu3.4 | 2.80.0-6ubuntu3.5 |
| libglib2.0-dev | 2.80.0-6ubuntu3.4 | 2.80.0-6ubuntu3.5 |
| libglib2.0-dev-bin | 2.80.0-6ubuntu3.4 | 2.80.0-6ubuntu3.5 |
| libgprofng0 | 2.42-4ubuntu2.6 | 2.42-4ubuntu2.7 |
| libmysqlclient21 | 8.0.44-0ubuntu0.24.04.1 | 8.0.44-0ubuntu0.24.04.2 |
| libnvidia-container-tools | 1.18.0-1 | 1.18.1-1 |
| libnvidia-container1 | 1.18.0-1 | 1.18.1-1 |
| libsframe1 | 2.42-4ubuntu2.6 | 2.42-4ubuntu2.7 |
| libxnvctrl0 | 580.105.08-0ubuntu1 | 590.44.01-0ubuntu1 |
| marshmallow | 4.1.0 | 4.1.1 |
| narwhals | 2.12.0 | 2.13.0 |
| nvidia-container-toolkit-base | 1.18.0-1 | 1.18.1-1 |
| nvidia-imex | 580.95.05-1 | 580.105.08-1 |
| platformdirs | 4.5.0 | 4.5.1 |
| rpds-py | 0.29.0 | 0.30.0 |
| s3fs | 2025.10.0 | 0.4.2 |
| s3transfer | 0.15.0 | 0.16.0 |
| sagemaker | 2.254.1 | 2.255.0 |
| sagemaker-core | 1.0.69 | 1.0.71 |
| typing\$1extensions | 4.12.2 | 4.15.0 |
| urllib3 | 2.5.0 | 2.6.0 |
##### Removed Packages
| Package Name |
| --- |
| aiobotocore |
| aiohappyeyeballs |
| aiohttp |
| aioitertools |
| aiosignal |
| frozenlist |
| linux-aws-6.14-headers-6.14.0-1015 |
| linux-aws-6.14-tools-6.14.0-1015 |
| linux-headers-6.14.0-1015-aws |
| linux-image-6.14.0-1015-aws |
| linux-modules-6.14.0-1015-aws |
| linux-tools-6.14.0-1015-aws |
| multidict |
| propcache |
| wrapt |
| yarl |
# Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20251114
For help getting started, see [Getting started with DLAMI](getting-started.md).
##### Major Package Versions
| | |
| --- |--- |
| supported\$1ec2\$1instances | G5g |
| operating\$1system | Ubuntu 24.04.3 LTS |
| compute\$1architecture | aarch64 |
| kernel\$1version | 6.14.0-1016-aws |
| framework\$1version | 2.8 |
| python\$1location | /opt/pytorch/bin/python |
| nvidia\$1driver | 580.95.05 |
| default\$1cuda | /usr/local/cuda-12.9/ |
| nvidia\$1cuda\$1stack | /usr/local/cuda-12.9 |
| gdr\$1copy | 2.5 |
| nvidia\$1container\$1toolkit\$1version | 1.18.0 |
| ofi\$1nccl\$1version | 1.16.3 |
| nvme\$1location | /opt/dlami/nvme |
| ebs\$1volume\$1type | gp3 |
| ssm\$1agent\$1version | 3.3.2299.0 |
##### Package Changes from Previous Release
**Note**
All DLAMI are scanned for vulnerabilities following AWS Best Practices. While we continuously upgrade to the latest package versions, some dependencies may require specific package downgrades to maintain compatibility. These adjustments do not impact our security posture. For information on AWS security measures, please refer to our [AWS Security Documentation ](https://docs.aws.amazon.com/dlami/latest/devguide/security.html)
##### Added Packages
No packages were added in this release.
##### Updated Packages
| Package Name | Previous Version | New Version |
| --- | --- | --- |
| annotated-doc | 0.0.3 | 0.0.4 |
| awscli | 1.42.69 | 1.42.74 |
| boto3 | 1.40.69 | 1.40.74 |
| botocore | 1.40.69 | 1.40.74 |
| certifi | 2025.10.5 | 2025.11.12 |
| containerd.io | 1.7.29-1\$1ubuntu.24.04\$1noble | 2.1.5-1\$1ubuntu.24.04\$1noble |
| docker-buildx-plugin | 0.29.1-1\$1ubuntu.24.04\$1noble | 0.30.0-1\$1ubuntu.24.04\$1noble |
| docker-ce-cli | 28.5.2-1\$1ubuntu.24.04\$1noble | 29.0.1-1\$1ubuntu.24.04\$1noble |
| docker-ce-rootless-extras | 28.5.2-1\$1ubuntu.24.04\$1noble | 29.0.1-1\$1ubuntu.24.04\$1noble |
| fastapi | 0.121.0 | 0.121.2 |
| inspectorssmplugin | 1.0.411 | 1.0.412 |
| libpython3-dev | 3.12.3-0ubuntu2 | 3.12.3-0ubuntu2.1 |
| libpython3-stdlib | 3.12.3-0ubuntu2 | 3.12.3-0ubuntu2.1 |
| narwhals | 2.10.2 | 2.11.0 |
| prettytable | 3.16.0 | 3.17.0 |
| pydantic | 2.12.4 | 2.9.2 |
| pydantic\$1core | 2.41.5 | 2.23.4 |
| python3 | 3.12.3-0ubuntu2 | 3.12.3-0ubuntu2.1 |
| python3-dev | 3.12.3-0ubuntu2 | 3.12.3-0ubuntu2.1 |
| python3-minimal | 3.12.3-0ubuntu2 | 3.12.3-0ubuntu2.1 |
| python3-venv | 3.12.3-0ubuntu2 | 3.12.3-0ubuntu2.1 |
| safety-schemas | 0.0.16 | 0.0.14 |
| sagemaker-core | 1.0.64 | 1.0.66 |
| tblib | 3.2.1 | 3.2.2 |
| typing\$1extensions | 4.15.0 | 4.12.2 |
| zipp | 3.19.2 | 3.23.0 |
##### Removed Packages
| Package Name |
| --- |
| lustre-client-modules-aws |
# Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20251107
For help getting started, see [Getting started with DLAMI](getting-started.md).
##### Major Package Versions
| Package Name | Version |
| --- | --- |
| framework\$1version | 2.8 |
| gdr\$1copy | 2.5 |
| supported\$1ec2\$1instances | G5g |
| nvme\$1location | /opt/dlami/nvme |
| ebs\$1volume\$1type | gp3 |
| nvidia\$1driver | 580.95.05 |
| python\$1location | /opt/pytorch/bin/python |
| nvidia\$1cuda\$1stack | /usr/local/cuda-12.9 |
| ssm\$1agent\$1version | 3.3.2299.0 |
| kernel\$1version | 6.14.0-1016-aws |
| nvidia\$1container\$1toolkit\$1version | 1.18.0 |
| dcgm\$1version | /bin/bash: line 1: dcgmi: command not found |
| ofi\$1nccl\$1version | 1.16.3 |
| operating\$1system | Ubuntu 24.04.3 LTS |
| default\$1cuda | /usr/local/cuda-12.9/ |
| compute\$1architecture | aarch64 |
##### Package Changes from Previous Release
**Note**
All DLAMI are scanned for vulnerabilities following AWS Best Practices. While we continuously upgrade to the latest package versions, some dependencies may require specific package downgrades to maintain compatibility. These adjustments do not impact our security posture. For information on AWS security measures, please refer to our [AWS Security Documentation ](https://docs.aws.amazon.com/dlami/latest/devguide/security.html)
##### Added Packages
| |
| --- |
| ImageIO-2.37.2 |
| annotated-doc-0.0.3 |
| linux-aws-6.14-headers-6.14.0-1015-6.14.0-1015.15\$124.04.1 |
| linux-aws-6.14-headers-6.14.0-1016-6.14.0-1016.16\$124.04.1 |
| linux-aws-6.14-tools-6.14.0-1015-6.14.0-1015.15\$124.04.1 |
| linux-aws-6.14-tools-6.14.0-1016-6.14.0-1016.16\$124.04.1 |
| linux-headers-6.14.0-1015-aws-6.14.0-1015.15\$124.04.1 |
| linux-headers-6.14.0-1016-aws-6.14.0-1016.16\$124.04.1 |
| linux-image-6.14.0-1015-aws-6.14.0-1015.15\$124.04.1 |
| linux-image-6.14.0-1016-aws-6.14.0-1016.16\$124.04.1 |
| linux-modules-6.14.0-1015-aws-6.14.0-1015.15\$124.04.1 |
| linux-modules-6.14.0-1016-aws-6.14.0-1016.16\$124.04.1 |
| linux-tools-6.14.0-1015-aws-6.14.0-1015.15\$124.04.1 |
| linux-tools-6.14.0-1016-aws-6.14.0-1016.16\$124.04.1 |
| lustre-client-modules-6.14.0-1016-aws-2.15.6-1fsx22 |
##### Updated Packages
| Package Name | Previous Version | New Version |
| --- | --- | --- |
| amazon-cloudwatch-agent | 1.300059.0b1207-1 | 1.300061.0b1289-1 |
| arrow | 1.3.0 | 1.4.0 |
| attrs | 25.3.0 | 25.4.0 |
| awscli | 1.42.45 | 1.42.69 |
| bind9-dnsutils | 9.18.39-0ubuntu0.24.04.1 | 9.18.39-0ubuntu0.24.04.2 |
| bind9-host | 9.18.39-0ubuntu0.24.04.1 | 9.18.39-0ubuntu0.24.04.2 |
| bind9-libs | 9.18.39-0ubuntu0.24.04.1 | 9.18.39-0ubuntu0.24.04.2 |
| binutils-aarch64-linux-gnu | 2.42-4ubuntu2.5 | 2.42-4ubuntu2.6 |
| binutils-common | 2.42-4ubuntu2.5 | 2.42-4ubuntu2.6 |
| bleach | 6.2.0 | 6.3.0 |
| bokeh | 3.8.0 | 3.8.1 |
| boto3 | 1.40.45 | 1.40.69 |
| botocore | 1.40.45 | 1.40.69 |
| certifi | 2025.8.3 | 2025.10.5 |
| charset-normalizer | 3.4.3 | 3.4.4 |
| cloudpickle | 3.1.1 | 3.1.2 |
| containerd.io | 1.7.28-0\$1ubuntu.24.04\$1noble | 1.7.29-1\$1ubuntu.24.04\$1noble |
| cryptography | 46.0.2 | 46.0.3 |
| distro-info-data | 0.60ubuntu0.3 | 0.60ubuntu0.5 |
| dkms | 3.2.1-1ubuntu2 | 3.2.2-1ubuntu1 |
| docker-ce-cli | 28.5.0-1\$1ubuntu.24.04\$1noble | 28.5.2-1\$1ubuntu.24.04\$1noble |
| docker-ce-rootless-extras | 28.5.0-1\$1ubuntu.24.04\$1noble | 28.5.2-1\$1ubuntu.24.04\$1noble |
| docker-compose-plugin | 2.39.4-0\$1ubuntu.24.04\$1noble | 2.40.3-1\$1ubuntu.24.04\$1noble |
| efa | 2.17.2-1.amzn1 | 2.17.3-1.amzn1 |
| fastapi | 0.118.0 | 0.121.0 |
| filelock | 3.19.1 | 3.20.0 |
| fsspec | 2025.9.0 | 2025.10.0 |
| graphql-core | 3.2.6 | 3.2.7 |
| gymnasium | 1.2.1 | 1.2.2 |
| idna | 3.10 | 3.11 |
| inspectorssmplugin | 1.0.399 | 1.0.411 |
| ipython | 9.6.0 | 9.7.0 |
| ipywidgets | 8.1.7 | 8.1.8 |
| java-11-amazon-corretto-jdk | 11.0.28.6-1 | 11.0.29.7-1 |
| jupyter\$1core | 5.8.1 | 5.9.1 |
| jupyterlab | 4.4.9 | 4.4.10 |
| jupyterlab\$1server | 2.27.3 | 2.28.0 |
| jupyterlab\$1widgets | 3.0.15 | 3.0.16 |
| lark | 1.3.0 | 1.3.1 |
| libbinutils | 2.42-4ubuntu2.5 | 2.42-4ubuntu2.6 |
| libctf-nobfd0 | 2.42-4ubuntu2.5 | 2.42-4ubuntu2.6 |
| libctf0 | 2.42-4ubuntu2.5 | 2.42-4ubuntu2.6 |
| libgprofng0 | 2.42-4ubuntu2.5 | 2.42-4ubuntu2.6 |
| libnccl-ofi | 1.16.2-1 | 1.16.3-1 |
| libnss-systemd | 255.4-1ubuntu8.10 | 255.4-1ubuntu8.11 |
| libnvidia-container-tools | 1.17.8-1 | 1.18.0-1 |
| libnvidia-container1 | 1.17.8-1 | 1.18.0-1 |
| libpam-systemd | 255.4-1ubuntu8.10 | 255.4-1ubuntu8.11 |
| libsframe1 | 2.42-4ubuntu2.5 | 2.42-4ubuntu2.6 |
| libssh-4 | 0.10.6-2ubuntu0.1 | 0.10.6-2ubuntu0.2 |
| libsystemd-shared | 255.4-1ubuntu8.10 | 255.4-1ubuntu8.11 |
| libsystemd0 | 255.4-1ubuntu8.10 | 255.4-1ubuntu8.11 |
| libudev-dev | 255.4-1ubuntu8.10 | 255.4-1ubuntu8.11 |
| libudev1 | 255.4-1ubuntu8.10 | 255.4-1ubuntu8.11 |
| libxml2 | 2.9.14\$1dfsg-1.3ubuntu3.5 | 2.9.14\$1dfsg-1.3ubuntu3.6 |
| libxnvctrl0 | 580.95.05-0ubuntu1 | 580.105.08-0ubuntu1 |
| lintian | 2.117.0ubuntu1.3 | 2.117.0ubuntu1.4 |
| linux-aws | 6.14.0-1014.14\$124.04.1 | 6.14.0-1016.16\$124.04.1 |
| linux-headers-aws | 6.14.0-1014.14\$124.04.1 | 6.14.0-1016.16\$124.04.1 |
| linux-image-aws | 6.14.0-1014.14\$124.04.1 | 6.14.0-1016.16\$124.04.1 |
| linux-libc-dev | 6.8.0-85.85 | 6.8.0-87.88 |
| linux-tools-common | 6.8.0-85.85 | 6.8.0-87.88 |
| lustre-client-modules-aws | 6.14.0-1014.14\$124.04.1 | 6.14.0-1016.16\$124.04.1 |
| marshmallow | 4.0.1 | 4.1.0 |
| matplotlib | 3.10.6 | 3.10.7 |
| matplotlib-inline | 0.1.7 | 0.2.1 |
| narwhals | 2.6.0 | 2.10.2 |
| nvidia-container-toolkit-base | 1.17.8-1 | 1.18.0-1 |
| pillow | 11.3.0 | 12.0.0 |
| pip | 25.2 | 25.3 |
| psutil | 7.1.0 | 7.1.3 |
| pyarrow | 21.0.0 | 22.0.0 |
| pydantic | 2.11.9 | 2.12.4 |
| pydantic\$1core | 2.33.2 | 2.41.5 |
| python-json-logger | 3.3.0 | 4.0.0 |
| referencing | 0.36.2 | 0.37.0 |
| regex | 2025.9.18 | 2025.11.3 |
| rich | 14.1.0 | 14.2.0 |
| rpds-py | 0.27.1 | 0.28.0 |
| ruamel.yaml | 0.18.15 | 0.18.16 |
| sagemaker | 2.252.0 | 2.254.1 |
| sagemaker-core | 1.0.59 | 1.0.64 |
| schema | 0.7.7 | 0.7.8 |
| scipy | 1.16.2 | 1.16.3 |
| shap | 0.48.0 | 0.49.1 |
| snapd | 2.68.5\$1ubuntu24.04.1 | 2.71\$1ubuntu24.04 |
| sosreport | 4.8.2-0ubuntu0\$124.04.2 | 4.9.2-0ubuntu0\$124.04.1 |
| starlette | 0.48.0 | 0.49.3 |
| systemd-dev | 255.4-1ubuntu8.10 | 255.4-1ubuntu8.11 |
| systemd-hwe-hwdb | 255.1.5 | 255.1.6 |
| systemd-resolved | 255.4-1ubuntu8.10 | 255.4-1ubuntu8.11 |
| systemd-sysv | 255.4-1ubuntu8.10 | 255.4-1ubuntu8.11 |
| tblib | 3.1.0 | 3.2.1 |
| tcpdump | 4.99.4-3ubuntu4 | 4.99.4-3ubuntu4.24.04.1 |
| termcolor | 3.1.0 | 3.2.0 |
| typer | 0.19.2 | 0.20.0 |
| udev | 255.4-1ubuntu8.10 | 255.4-1ubuntu8.11 |
| uvicorn | 0.37.0 | 0.38.0 |
| webcolors | 24.11.1 | 25.10.0 |
| websocket-client | 1.8.0 | 1.9.0 |
| widgetsnbextension | 4.0.14 | 4.0.15 |
| xyzservices | 2025.4.0 | 2025.10.0 |
##### Removed Packages
| Package Name |
| --- |
| imageio |
| linux-aws-6.14-headers-6.14.0-1014 |
| linux-aws-6.14-tools-6.14.0-1014 |
| linux-headers-6.14.0-1014-aws |
| linux-image-6.14.0-1014-aws |
| linux-modules-6.14.0-1014-aws |
| linux-tools-6.14.0-1014-aws |
| lustre-client-modules-6.14.0-1014-aws |
| types-python-dateutil |
# Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20251003
For help getting started, see [Getting started with DLAMI](getting-started.md).
##### Notices
+ This release contains CVE patches for affected Nvidia Driver packages found in the [ Nvidia October Security Bulletin ](https://nvidia.custhelp.com/app/answers/detail/a_id/5703)
##### Major Package Versions
| Package Name | Version |
| --- | --- |
| framework\$1version | 2.8 |
| gdr\$1copy | 2.5 |
| supported\$1ec2\$1instances | G5g |
| ebs\$1volume\$1type | gp3 |
| nvidia\$1driver | 580.95.05 |
| python\$1location | /opt/pytorch/bin/python |
| nvidia\$1cuda\$1stack | /usr/local/cuda-12.9 |
| ssm\$1agent\$1version | 3.3.2299.0 |
| kernel\$1version | 6.14.0-1014-aws |
| nvidia\$1container\$1toolkit\$1version | 1.17.8 |
| ofi\$1nccl\$1version | 1.16.2 |
| operating\$1system | Ubuntu 24.04.3 LTS |
| default\$1cuda | /usr/local/cuda-12.9/ |
| compute\$1architecture | aarch64 |
##### Package Changes from Previous Release
**Note**
All DLAMI are scanned for vulnerabilities following AWS Best Practices. While we continuously upgrade to the latest package versions, some dependencies may require specific package downgrades to maintain compatibility. These adjustments do not impact our security posture. For information on AWS security measures, please refer to our [AWS Security Documentation ](https://docs.aws.amazon.com/dlami/latest/devguide/security.html)
##### Added Packages
| |
| --- |
| libkeyutils-dev-1.6.3-3build1 |
| libmysqlclient21-8.0.43-0ubuntu0.24.04.2 |
| libnetsnmptrapd40t64-5.9.4\$1dfsg-1.1ubuntu3.1 |
| libpci-dev-3.10.0-2build1 |
| libsensors-dev-3.6.0-9build1 |
| libsnmp-base-5.9.4\$1dfsg-1.1ubuntu3.1 |
| libsnmp-dev-5.9.4\$1dfsg-1.1ubuntu3.1 |
| libsnmp-perl-5.9.4\$1dfsg-1.1ubuntu3.1 |
| libsnmp40t64-5.9.4\$1dfsg-1.1ubuntu3.1 |
| libudev-dev-255.4-1ubuntu8.10 |
| libwrap0-dev-7.6.q-33 |
| linux-aws-6.14-headers-6.14.0-1014-6.14.0-1014.14\$124.04.1 |
| linux-aws-6.14-tools-6.14.0-1014-6.14.0-1014.14\$124.04.1 |
| linux-headers-6.14.0-1014-aws-6.14.0-1014.14\$124.04.1 |
| linux-image-6.14.0-1014-aws-6.14.0-1014.14\$124.04.1 |
| linux-modules-6.14.0-1014-aws-6.14.0-1014.14\$124.04.1 |
| linux-tools-6.14.0-1014-aws-6.14.0-1014.14\$124.04.1 |
| lustre-client-modules-6.14.0-1014-aws-2.15.6-1fsx22 |
| lustre-client-modules-aws-6.14.0-1014.14\$124.04.1 |
| lustre-client-utils-2.15.6-1fsx22 |
| mysql-common-1.1.0build1 |
| nvidia-imex-580.95.05-1 |
##### Updated Packages
| Package Name | Previous Version | New Version |
| --- | --- | --- |
| Authlib | 1.6.4 | 1.6.5 |
| MarkupSafe | 3.0.2 | 3.0.3 |
| awscli | 1.42.40 | 1.42.45 |
| beautifulsoup4 | 4.13.5 | 4.14.2 |
| boto3 | 1.40.40 | 1.40.45 |
| botocore | 1.40.40 | 1.40.45 |
| cloud-init | 25.1.4-0ubuntu0\$124.04.1 | 25.2-0ubuntu1\$124.04.1 |
| cryptography | 46.0.1 | 46.0.2 |
| docker-buildx-plugin | 0.28.0-0\$1ubuntu.24.04\$1noble | 0.29.1-1\$1ubuntu.24.04\$1noble |
| docker-ce-cli | 28.4.0-1\$1ubuntu.24.04\$1noble | 28.5.0-1\$1ubuntu.24.04\$1noble |
| docker-ce-rootless-extras | 28.4.0-1\$1ubuntu.24.04\$1noble | 28.5.0-1\$1ubuntu.24.04\$1noble |
| fastapi | 0.117.1 | 0.118.0 |
| fonttools | 4.60.0 | 4.60.1 |
| inspectorssmplugin | 1.0.398 | 1.0.399 |
| ipython | 9.5.0 | 9.6.0 |
| libssl-dev | 3.0.13-0ubuntu3.5 | 3.0.13-0ubuntu3.6 |
| libssl3t64 | 3.0.13-0ubuntu3.5 | 3.0.13-0ubuntu3.6 |
| libtiff6 | 4.5.1\$1git230720-4ubuntu2.3 | 4.5.1\$1git230720-4ubuntu2.4 |
| libxnvctrl0 | 580.82.07-0ubuntu1 | 580.95.05-0ubuntu1 |
| linux-aws | 6.14.0-1013.13\$124.04.1 | 6.14.0-1014.14\$124.04.1 |
| linux-headers-aws | 6.14.0-1013.13\$124.04.1 | 6.14.0-1014.14\$124.04.1 |
| linux-image-aws | 6.14.0-1013.13\$124.04.1 | 6.14.0-1014.14\$124.04.1 |
| linux-libc-dev | 6.8.0-84.84 | 6.8.0-85.85 |
| linux-tools-common | 6.8.0-84.84 | 6.8.0-85.85 |
| llvmlite | 0.45.0 | 0.45.1 |
| narwhals | 2.5.0 | 2.6.0 |
| nltk | 3.9.1 | 3.9.2 |
| numba | 0.62.0 | 0.62.1 |
| open-vm-tools | 12.5.0-1\$1ubuntu0.24.04.1 | 12.5.0-1\$1ubuntu0.24.04.2 |
| pandas | 2.3.2 | 2.3.3 |
| sagemaker | 2.251.1 | 2.252.0 |
| typing-inspection | 0.4.1 | 0.4.2 |
| typing\$1extensions | 4.12.2 | 4.15.0 |
##### Removed Packages
| Package Name |
| --- |
| linux-aws-6.14-headers-6.14.0-1013 |
| linux-aws-6.14-tools-6.14.0-1013 |
| linux-headers-6.14.0-1013-aws |
| linux-image-6.14.0-1013-aws |
| linux-modules-6.14.0-1013-aws |
| linux-tools-6.14.0-1013-aws |
| nvidia-imex-570 |
# Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 24.04) 20250926
For help getting started, see [Getting started with DLAMI](getting-started.md).
##### Major Package Versions
| Package Name | Version |
| --- | --- |
| supported\$1ec2\$1instances | G5g |
| operating\$1system | Ubuntu 24.04.3 LTS |
| compute\$1architecture | aarch64 |
| kernel\$1version | 6.14.0-1013-aws |
| framework\$1version | 2.8 |
| python\$1location | /opt/pytorch/bin/python |
| nvidia\$1driver | 570.172.08 |
| default\$1cuda | /usr/local/cuda-12.9/ |
| nvidia\$1cuda\$1stack | /usr/local/cuda-12.9 |
| gdr\$1copy | 2.5 |
| nvidia\$1container\$1toolkit\$1version | 1.17.8 |
| ofi\$1nccl\$1version | 1.16.2 |
| ebs\$1volume\$1type | gp3 |
| ssm\$1agent\$1version | 3.3.2299.0 |
##### Package Changes from Previous Release
**Note**
All DLAMI are scanned for vulnerabilities following AWS Best Practices. While we continuously upgrade to the latest package versions in each release, some dependencies may require specific package downgrades to maintain compatibility. These adjustments do not impact our security posture. For comprehensive information on AWS security measures, please refer to our [AWS Security Documentation ](https://docs.aws.amazon.com/dlami/latest/devguide/security.html)
##### Added Packages
| |
| --- |
| linux-aws-6.14-headers-6.14.0-1013-6.14.0-1013.13\$124.04.1 |
| linux-aws-6.14-tools-6.14.0-1013-6.14.0-1013.13\$124.04.1 |
| linux-headers-6.14.0-1013-aws-6.14.0-1013.13\$124.04.1 |
| linux-image-6.14.0-1013-aws-6.14.0-1013.13\$124.04.1 |
| linux-modules-6.14.0-1013-aws-6.14.0-1013.13\$124.04.1 |
| linux-tools-6.14.0-1013-aws-6.14.0-1013.13\$124.04.1 |
##### Updated Packages
| Package Name | Previous Version | New Version |
| --- | --- | --- |
| PyYAML | 6.0.2 | 6.0.3 |
| anyio | 4.10.0 | 4.11.0 |
| awscli | 1.42.35 | 1.42.40 |
| boto3 | 1.40.35 | 1.40.40 |
| botocore | 1.40.35 | 1.40.40 |
| containerd.io | 1.7.27-1 | 1.7.28-0\$1ubuntu.24.04\$1noble |
| dpkg-dev | 1.22.6ubuntu6.2 | 1.22.6ubuntu6.5 |
| fastapi | 0.116.2 | 0.117.1 |
| gymnasium | 1.2.0 | 1.2.1 |
| inspectorssmplugin | 1.0.396 | 1.0.398 |
| jupyterlab | 4.4.7 | 4.4.9 |
| lark | 1.2.2 | 1.3.0 |
| libc-bin | 2.39-0ubuntu8.5 | 2.39-0ubuntu8.6 |
| libc-dev-bin | 2.39-0ubuntu8.5 | 2.39-0ubuntu8.6 |
| libc-devtools | 2.39-0ubuntu8.5 | 2.39-0ubuntu8.6 |
| libc6 | 2.39-0ubuntu8.5 | 2.39-0ubuntu8.6 |
| libc6-dev | 2.39-0ubuntu8.5 | 2.39-0ubuntu8.6 |
| libdpkg-perl | 1.22.6ubuntu6.2 | 1.22.6ubuntu6.5 |
| libpam-modules | 1.5.3-5ubuntu5.4 | 1.5.3-5ubuntu5.5 |
| libpam-modules-bin | 1.5.3-5ubuntu5.4 | 1.5.3-5ubuntu5.5 |
| libpam-runtime | 1.5.3-5ubuntu5.4 | 1.5.3-5ubuntu5.5 |
| libpam0g | 1.5.3-5ubuntu5.4 | 1.5.3-5ubuntu5.5 |
| linux-aws | 6.14.0-1012.12\$124.04.1 | 6.14.0-1013.13\$124.04.1 |
| linux-headers-aws | 6.14.0-1012.12\$124.04.1 | 6.14.0-1013.13\$124.04.1 |
| linux-image-aws | 6.14.0-1012.12\$124.04.1 | 6.14.0-1013.13\$124.04.1 |
| linux-libc-dev | 6.8.0-83.83 | 6.8.0-84.84 |
| linux-tools-common | 6.8.0-83.83 | 6.8.0-84.84 |
| locales | 2.39-0ubuntu8.5 | 2.39-0ubuntu8.6 |
| open-vm-tools | 12.4.5-1\$1ubuntu0.24.04.2 | 12.5.0-1\$1ubuntu0.24.04.1 |
| pydantic | 2.9.2 | 2.11.9 |
| pydantic\$1core | 2.23.4 | 2.33.2 |
| pyparsing | 3.2.4 | 3.2.5 |
| python3-pip | 24.0\$1dfsg-1ubuntu1.2 | 24.0\$1dfsg-1ubuntu1.3 |
| python3-pip-whl | 24.0\$1dfsg-1ubuntu1.2 | 24.0\$1dfsg-1ubuntu1.3 |
| ruamel.yaml.clib | 0.2.12 | 0.2.14 |
| safety-schemas | 0.0.14 | 0.0.16 |
| typer | 0.18.0 | 0.19.2 |
| typing\$1extensions | 4.15.0 | 4.12.2 |
| uvicorn | 0.35.0 | 0.37.0 |
| wcwidth | 0.2.13 | 0.2.14 |
| zipp | 3.19.2 | 3.23.0 |
##### Removed Packages
| Package Name |
| --- |
| linux-aws-6.14-headers-6.14.0-1012 |
| linux-aws-6.14-tools-6.14.0-1012 |
| linux-headers-6.14.0-1012-aws |
| linux-image-6.14.0-1012-aws |
| linux-modules-6.14.0-1012-aws |
| linux-tools-6.14.0-1012-aws |
##### Archive
**Topics**
+ [Release Notes Archive](archive-detail-gpu-pytorch-2.8-ubuntu-24-04.md)
# Release Notes Archive
##### Release Date: 2025-05-22
**AMI name**: Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 22.04) 20250521
##### Added
+ Initial release of Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.8 (Ubuntu 22.04) series. Including a Python virtual environment pytorch (source /opt/pytorch/bin/activate) complimented with NVIDIA Driver R570, CUDA=12.8, cuDNN=9.10, and PyTorch NCCL=2.26.2