# AWS Deep Learning OSS AMI GPU PyTorch 2.7 (Ubuntu 22.04)
**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 OSS Nvidia Driver AMI GPU PyTorch 2.7 (Ubuntu 22.04) \$1\$1YYYY-MM-DD\$1
##### SSM Parameter Query
**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/x86_64/oss-nvidia-driver-gpu-pytorch-2.7-ubuntu-22.04/latest/ami-id \
--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 OSS Nvidia Driver AMI GPU PyTorch 2.7 (Ubuntu 22.04) ????????' 'Name=state,Values=available' --query 'reverse(sort_by(Images, &CreationDate))[:1].ImageId' --output text
```
##### Latest Releases
**Topics**
+ [Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.7 (Ubuntu 22.04) 20260322](aws-deep-learning-ami-gpupt27oss-ul2204-2026-03-24.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.7 (Ubuntu 22.04) 20260308](aws-deep-learning-ami-gpupt27oss-ul2204-2026-03-12.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.7 (Ubuntu 22.04) 20260222](aws-deep-learning-ami-gpupt27oss-ul2204-2026-02-24.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.7 (Ubuntu 22.04) 20260128](aws-deep-learning-ami-gpupt27oss-ul2204-2026-02-03.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.7 (Ubuntu 22.04) 20260122](aws-deep-learning-ami-gpupt27oss-ul2204-2026-01-27.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.7 (Ubuntu 22.04) 20260121](aws-deep-learning-ami-gpupt27oss-ul2204-2026-01-22.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.7 (Ubuntu 22.04) 20260118](aws-deep-learning-ami-gpupt27oss-ul2204-2026-01-20.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.7 (Ubuntu 22.04) 20260104](aws-deep-learning-ami-gpupt27oss-ul2204-2026-01-08.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.7 (Ubuntu 22.04) 20251228](aws-deep-learning-ami-gpupt27oss-ul2204-2025-12-31.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.7 (Ubuntu 22.04) 20251207](aws-deep-learning-ami-gpupt27oss-ul2204-2025-12-10.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.7 (Ubuntu 22.04) 20251123](aws-deep-learning-ami-gpupt27oss-ul2204-2025-12-03.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.7 (Ubuntu 22.04) 20251109](aws-deep-learning-ami-gpupt27oss-ul2204-2025-11-10.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.7 (Ubuntu 22.04) 20251009](aws-deep-learning-ami-gpupt27oss-ul2204-2025-10-14.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.7 (Ubuntu 22.04) 20250928](aws-deep-learning-ami-gpupt27oss-ul2204-2025-09-30.md)
# Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.7 (Ubuntu 22.04) 20260322
For help getting started, see [Getting started with DLAMI](getting-started.md).
##### Major Package Versions
| | |
| --- |--- |
| supported\$1ec2\$1instances | G4dn, G5, G6, Gr6, G6e, P4, P4de, P5, P5e, P5en, P6-B200 |
| operating\$1system | Ubuntu 22.04.5 LTS |
| compute\$1architecture | x86\$164 |
| kernel\$1version | 6.8.0-1050-aws |
| framework\$1version | 2.7 |
| python\$1location | /opt/pytorch/bin/python |
| nvidia\$1driver | 580.126.09 |
| nvidia\$1cuda\$1stack | /usr/local/cuda-12.8 |
| gdr\$1copy | 2.5.2 |
| nvidia\$1container\$1toolkit\$1version | 1.19.0 |
| efa\$1version | 1.45.0 |
| ofi\$1nccl\$1version | 1.17.2 |
| 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-6.8-headers-6.8.0-1050-6.8.0-1050.53\$122.04.1 |
| linux-aws-6.8-tools-6.8.0-1050-6.8.0-1050.53\$122.04.1 |
| linux-headers-6.8.0-1050-aws-6.8.0-1050.53\$122.04.1 |
| linux-image-6.8.0-1050-aws-6.8.0-1050.53\$122.04.1 |
| linux-modules-6.8.0-1050-aws-6.8.0-1050.53\$122.04.1 |
| linux-modules-extra-6.8.0-1050-aws-6.8.0-1050.53\$122.04.1 |
| linux-tools-6.8.0-1050-aws-6.8.0-1050.53\$122.04.1 |
| lustre-client-modules-6.8.0-1050-aws-2.15.6-1fsx28 |
##### Updated Packages
| Package Name | Previous Version | New Version |
| --- | --- | --- |
| async-lru | 2.2.0 | 2.3.0 |
| attrs | 25.4.0 | 26.1.0 |
| awscli | 1.44.58 | 1.44.63 |
| boto3 | 1.42.68 | 1.42.73 |
| botocore | 1.42.68 | 1.42.73 |
| charset-normalizer | 3.4.5 | 3.4.6 |
| coreutils | 8.32-4.1ubuntu1.2 | 8.32-4.1ubuntu1.3 |
| databricks-sdk | 0.99.0 | 0.102.0 |
| deepdiff | 8.6.1 | 8.6.2 |
| devscripts | 2.22.1ubuntu1 | 2.22.1ubuntu1.2 |
| docker-compose-plugin | 5.1.0-1\$1ubuntu.22.04\$1jammy | 5.1.1-1\$1ubuntu.22.04\$1jammy |
| inspectorssmplugin | 1.0.443 | 1.0.456 |
| jsonpointer | 3.0.0 | 3.1.0 |
| libssh-4 | 0.9.6-2ubuntu0.22.04.6 | 0.9.6-2ubuntu0.22.04.7 |
| linux-aws | 6.8.0-1047.50\$122.04.1 | 6.8.0-1050.53\$122.04.1 |
| linux-headers-aws | 6.8.0-1047.50\$122.04.1 | 6.8.0-1050.53\$122.04.1 |
| linux-image-aws | 6.8.0-1047.50\$122.04.1 | 6.8.0-1050.53\$122.04.1 |
| linux-modules-extra-aws | 6.8.0-1047.50\$122.04.1 | 6.8.0-1050.53\$122.04.1 |
| nvidia-ml-py | 13.590.48 | 13.595.45 |
| onnxruntime | 1.24.3 | 1.24.4 |
| platformdirs | 4.9.4 | 4.4.0 |
| protobuf | 6.33.5 | 6.33.6 |
| pyasn1 | 0.6.2 | 0.6.3 |
| python3-cryptography | 3.4.8-1ubuntu2.3 | 3.4.8-1ubuntu2.4 |
| 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\$1ubuntu22.04 | 2.73\$1ubuntu22.04.1 |
| uvicorn | 0.41.0 | 0.42.0 |
| vim-common | 8.2.3995-1ubuntu2.24 | 8.2.3995-1ubuntu2.26 |
| vim-runtime | 8.2.3995-1ubuntu2.24 | 8.2.3995-1ubuntu2.26 |
| vim-tiny | 8.2.3995-1ubuntu2.24 | 8.2.3995-1ubuntu2.26 |
| xxd | 8.2.3995-1ubuntu2.24 | 8.2.3995-1ubuntu2.26 |
##### Removed Packages
| Package Name |
| --- |
| linux-aws-6.8-headers-6.8.0-1046 |
| linux-aws-6.8-headers-6.8.0-1047 |
| linux-aws-6.8-tools-6.8.0-1046 |
| linux-aws-6.8-tools-6.8.0-1047 |
| linux-headers-6.8.0-1046-aws |
| linux-headers-6.8.0-1047-aws |
| linux-image-6.8.0-1046-aws |
| linux-image-6.8.0-1047-aws |
| linux-modules-6.8.0-1046-aws |
| linux-modules-6.8.0-1047-aws |
| linux-modules-extra-6.8.0-1047-aws |
| linux-tools-6.8.0-1046-aws |
| linux-tools-6.8.0-1047-aws |
| lustre-client-modules-6.8.0-1047-aws |
# Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.7 (Ubuntu 22.04) 20260308
For help getting started, see [Getting started with DLAMI](getting-started.md).
##### Major Package Versions
| | |
| --- |--- |
| supported\$1ec2\$1instances | G4dn, G5, G6, Gr6, G6e, P4, P4de, P5, P5e, P5en, P6-B200 |
| operating\$1system | Ubuntu 22.04.5 LTS |
| compute\$1architecture | x86\$164 |
| kernel\$1version | 6.8.0-1047-aws |
| framework\$1version | 2.7 |
| python\$1location | /opt/pytorch/bin/python |
| nvidia\$1driver | 580.126.09 |
| nvidia\$1cuda\$1stack | /usr/local/cuda-12.8 |
| gdr\$1copy | 2.5.1 |
| nvidia\$1container\$1toolkit\$1version | 1.18.2 |
| efa\$1version | 1.45.0 |
| ofi\$1nccl\$1version | 1.17.2 |
| 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-6.8-headers-6.8.0-1047-6.8.0-1047.50\$122.04.1 |
| linux-aws-6.8-tools-6.8.0-1047-6.8.0-1047.50\$122.04.1 |
| linux-headers-6.8.0-1047-aws-6.8.0-1047.50\$122.04.1 |
| linux-image-6.8.0-1047-aws-6.8.0-1047.50\$122.04.1 |
| linux-modules-6.8.0-1047-aws-6.8.0-1047.50\$122.04.1 |
| linux-modules-extra-6.8.0-1047-aws-6.8.0-1047.50\$122.04.1 |
| linux-tools-6.8.0-1047-aws-6.8.0-1047.50\$122.04.1 |
| lustre-client-modules-6.8.0-1047-aws-2.15.6-1fsx28 |
##### Updated Packages
| Package Name | Previous Version | New Version |
| --- | --- | --- |
| Authlib | 1.6.8 | 1.6.9 |
| SQLAlchemy | 2.0.46 | 2.0.48 |
| amazon-cloudwatch-agent | 1.300064.0b1337-1 | 1.300064.1b1344-1 |
| awscli | 1.44.44 | 1.44.53 |
| boto3 | 1.42.54 | 1.42.63 |
| botocore | 1.42.54 | 1.42.63 |
| cachetools | 7.0.1 | 7.0.3 |
| certifi | 2026.1.4 | 2026.2.25 |
| charset-normalizer | 3.4.4 | 3.4.5 |
| cpp-12 | 12.3.0-1ubuntu1\$122.04.2 | 12.3.0-1ubuntu1\$122.04.3 |
| databricks-sdk | 0.91.0 | 0.96.0 |
| docker-ce-cli | 29.2.1-1\$1ubuntu.22.04\$1jammy | 29.3.0-1\$1ubuntu.22.04\$1jammy |
| docker-ce-rootless-extras | 29.2.1-1\$1ubuntu.22.04\$1jammy | 29.3.0-1\$1ubuntu.22.04\$1jammy |
| docker-compose-plugin | 5.0.2-1\$1ubuntu.22.04\$1jammy | 5.1.0-1\$1ubuntu.22.04\$1jammy |
| fastapi | 0.129.2 | 0.135.1 |
| filelock | 3.24.3 | 3.25.0 |
| gcc-12-base | 12.3.0-1ubuntu1\$122.04.2 | 12.3.0-1ubuntu1\$122.04.3 |
| geventhttpclient | 2.3.7 | 2.3.9 |
| git-man | 2.34.1-1ubuntu1.15 | 2.34.1-1ubuntu1.17 |
| google-auth | 2.48.0 | 2.49.0 |
| graphql-core | 3.2.7 | 3.2.8 |
| inspectorssmplugin | 1.0.441 | 1.0.443 |
| intel-microcode | 3.20250812.0ubuntu0.22.04.1 | 3.20260210.0ubuntu0.22.04.1 |
| ipython | 9.10.0 | 9.11.0 |
| jupyterlab | 4.5.4 | 4.5.5 |
| libasan8 | 12.3.0-1ubuntu1\$122.04.2 | 12.3.0-1ubuntu1\$122.04.3 |
| libatomic1 | 12.3.0-1ubuntu1\$122.04.2 | 12.3.0-1ubuntu1\$122.04.3 |
| libcc1-0 | 12.3.0-1ubuntu1\$122.04.2 | 12.3.0-1ubuntu1\$122.04.3 |
| libcurl3-gnutls | 7.81.0-1ubuntu1.21 | 7.81.0-1ubuntu1.22 |
| libcurl4 | 7.81.0-1ubuntu1.21 | 7.81.0-1ubuntu1.22 |
| libgcc-12-dev | 12.3.0-1ubuntu1\$122.04.2 | 12.3.0-1ubuntu1\$122.04.3 |
| libgcc-s1 | 12.3.0-1ubuntu1\$122.04.2 | 12.3.0-1ubuntu1\$122.04.3 |
| libgfortran5 | 12.3.0-1ubuntu1\$122.04.2 | 12.3.0-1ubuntu1\$122.04.3 |
| libgomp1 | 12.3.0-1ubuntu1\$122.04.2 | 12.3.0-1ubuntu1\$122.04.3 |
| libitm1 | 12.3.0-1ubuntu1\$122.04.2 | 12.3.0-1ubuntu1\$122.04.3 |
| liblsan0 | 12.3.0-1ubuntu1\$122.04.2 | 12.3.0-1ubuntu1\$122.04.3 |
| libnss3 | 3.98-0ubuntu0.22.04.2 | 3.98-0ubuntu0.22.04.3 |
| libquadmath0 | 12.3.0-1ubuntu1\$122.04.2 | 12.3.0-1ubuntu1\$122.04.3 |
| libstdc\$1\$16 | 12.3.0-1ubuntu1\$122.04.2 | 12.3.0-1ubuntu1\$122.04.3 |
| libtsan2 | 12.3.0-1ubuntu1\$122.04.2 | 12.3.0-1ubuntu1\$122.04.3 |
| libubsan1 | 12.3.0-1ubuntu1\$122.04.2 | 12.3.0-1ubuntu1\$122.04.3 |
| linux-aws | 6.8.0-1046.49\$122.04.1 | 6.8.0-1047.50\$122.04.1 |
| linux-headers-aws | 6.8.0-1046.49\$122.04.1 | 6.8.0-1047.50\$122.04.1 |
| linux-image-aws | 6.8.0-1046.49\$122.04.1 | 6.8.0-1047.50\$122.04.1 |
| linux-libc-dev | 5.15.0-170.180 | 5.15.0-171.181 |
| linux-modules-extra-aws | 6.8.0-1046.49\$122.04.1 | 6.8.0-1047.50\$122.04.1 |
| linux-tools-common | 5.15.0-170.180 | 5.15.0-171.181 |
| lustre-client-utils | 2.15.6-1fsx26 | 2.15.6-1fsx28 |
| mlflow | 3.10.0 | 3.10.1 |
| mlflow-skinny | 3.10.0 | 3.10.1 |
| mlflow-tracing | 3.10.0 | 3.10.1 |
| narwhals | 2.16.0 | 2.17.0 |
| nltk | 3.9.2 | 3.9.3 |
| onnx-ir | 0.1.16 | 0.2.0 |
| 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 |
| 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 |
| scipy | 1.17.0 | 1.17.1 |
| sosreport | 4.9.2-0ubuntu0\$122.04.1 | 4.10.2-0ubuntu0\$122.04.1 |
| tabulate | 0.9.0 | 0.10.0 |
| tritonclient | 2.65.0 | 2.66.0 |
| wireless-regdb | 2025.07.10-0ubuntu1\$122.04.1 | 2025.10.07-0ubuntu1\$122.04.1 |
| yarl | 1.22.0 | 1.23.0 |
##### Removed Packages
| Package Name |
| --- |
| linux-modules-extra-6.8.0-1046-aws |
| lustre-client-modules-6.8.0-1046-aws |
# Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.7 (Ubuntu 22.04) 20260222
For help getting started, see [Getting started with DLAMI](getting-started.md).
##### Major Package Versions
| | |
| --- |--- |
| supported\$1ec2\$1instances | G4dn, G5, G6, Gr6, G6e, P4, P4de, P5, P5e, P5en, P6-B200 |
| operating\$1system | Ubuntu 22.04.5 LTS |
| compute\$1architecture | x86\$164 |
| kernel\$1version | 6.8.0-1046-aws |
| framework\$1version | 2.7 |
| python\$1location | /opt/pytorch/bin/python |
| nvidia\$1driver | 580.126.09 |
| nvidia\$1cuda\$1stack | /usr/local/cuda-12.8 |
| gdr\$1copy | 2.5.1 |
| nvidia\$1container\$1toolkit\$1version | 1.18.2 |
| efa\$1version | 1.45.0 |
| ofi\$1nccl\$1version | 1.17.2 |
| 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-6.8-headers-6.8.0-1046-6.8.0-1046.49\$122.04.1 |
| linux-aws-6.8-tools-6.8.0-1046-6.8.0-1046.49\$122.04.1 |
| linux-headers-6.8.0-1046-aws-6.8.0-1046.49\$122.04.1 |
| linux-image-6.8.0-1046-aws-6.8.0-1046.49\$122.04.1 |
| linux-modules-6.8.0-1046-aws-6.8.0-1046.49\$122.04.1 |
| linux-modules-extra-6.8.0-1046-aws-6.8.0-1046.49\$122.04.1 |
| linux-tools-6.8.0-1046-aws-6.8.0-1046.49\$122.04.1 |
| lustre-client-modules-6.8.0-1046-aws-2.15.6-1fsx26 |
##### Updated Packages
| Package Name | Previous Version | New Version |
| --- | --- | --- |
| Flask | 3.1.2 | 3.1.3 |
| Werkzeug | 3.1.5 | 3.1.6 |
| async-lru | 2.1.0 | 2.2.0 |
| awscli | 1.44.39 | 1.44.44 |
| boto3 | 1.42.49 | 1.42.54 |
| botocore | 1.42.49 | 1.42.54 |
| cachetools | 6.2.6 | 7.0.1 |
| cloud-init | 25.2-0ubuntu1\$122.04.1 | 25.3-0ubuntu1\$122.04.1 |
| cpp-11 | 11.4.0-1ubuntu1\$122.04.2 | 11.4.0-1ubuntu1\$122.04.3 |
| databricks-sdk | 0.88.0 | 0.91.0 |
| fastapi | 0.129.0 | 0.129.2 |
| filelock | 3.24.0 | 3.24.3 |
| g\$1\$1-11 | 11.4.0-1ubuntu1\$122.04.2 | 11.4.0-1ubuntu1\$122.04.3 |
| gcc-11-base | 11.4.0-1ubuntu1\$122.04.2 | 11.4.0-1ubuntu1\$122.04.3 |
| gfortran-11 | 11.4.0-1ubuntu1\$122.04.2 | 11.4.0-1ubuntu1\$122.04.3 |
| greenlet | 3.3.1 | 3.3.2 |
| gunicorn | 23.0.0 | 25.1.0 |
| libasan6 | 11.4.0-1ubuntu1\$122.04.2 | 11.4.0-1ubuntu1\$122.04.3 |
| libgcc-11-dev | 11.4.0-1ubuntu1\$122.04.2 | 11.4.0-1ubuntu1\$122.04.3 |
| libgfortran-11-dev | 11.4.0-1ubuntu1\$122.04.2 | 11.4.0-1ubuntu1\$122.04.3 |
| libgnutls30 | 3.7.3-4ubuntu1.7 | 3.7.3-4ubuntu1.8 |
| libssh-4 | 0.9.6-2ubuntu0.22.04.5 | 0.9.6-2ubuntu0.22.04.6 |
| libstdc\$1\$1-11-dev | 11.4.0-1ubuntu1\$122.04.2 | 11.4.0-1ubuntu1\$122.04.3 |
| libtsan0 | 11.4.0-1ubuntu1\$122.04.2 | 11.4.0-1ubuntu1\$122.04.3 |
| linux-aws | 6.8.0-1045.47\$122.04.1 | 6.8.0-1046.49\$122.04.1 |
| linux-headers-aws | 6.8.0-1045.47\$122.04.1 | 6.8.0-1046.49\$122.04.1 |
| linux-image-aws | 6.8.0-1045.47\$122.04.1 | 6.8.0-1046.49\$122.04.1 |
| linux-modules-extra-aws | 6.8.0-1045.47\$122.04.1 | 6.8.0-1046.49\$122.04.1 |
| mlflow | 3.9.0 | 3.10.0 |
| mlflow-skinny | 3.9.0 | 3.10.0 |
| mlflow-tracing | 3.9.0 | 3.10.0 |
| numba | 0.63.1 | 0.64.0 |
| onnxruntime | 1.24.1 | 1.24.2 |
| pyarrow | 22.0.0 | 23.0.1 |
| pybind11 | 3.0.1 | 3.0.2 |
| regex | 2026.1.15 | 2026.2.19 |
| s3fs | 2026.2.0 | 0.4.2 |
| typer | 0.23.1 | 0.24.1 |
| uvicorn | 0.40.0 | 0.41.0 |
##### Removed Packages
| Package Name |
| --- |
| aiobotocore |
| aioitertools |
| linux-aws-6.8-headers-6.8.0-1044 |
| linux-aws-6.8-headers-6.8.0-1045 |
| linux-aws-6.8-tools-6.8.0-1044 |
| linux-aws-6.8-tools-6.8.0-1045 |
| linux-headers-6.8.0-1044-aws |
| linux-headers-6.8.0-1045-aws |
| linux-image-6.8.0-1044-aws |
| linux-image-6.8.0-1045-aws |
| linux-modules-6.8.0-1044-aws |
| linux-modules-6.8.0-1045-aws |
| linux-modules-extra-6.8.0-1045-aws |
| linux-tools-6.8.0-1044-aws |
| linux-tools-6.8.0-1045-aws |
| lustre-client-modules-6.8.0-1045-aws |
| wrapt |
# Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.7 (Ubuntu 22.04) 20260128
For help getting started, see [Getting started with DLAMI](getting-started.md).
##### Major Package Versions
| | |
| --- |--- |
| supported\$1ec2\$1instances | G4dn, G5, G6, Gr6, G6e, P4, P4de, P5, P5e, P5en, P6-B200 |
| operating\$1system | Ubuntu 22.04.5 LTS |
| compute\$1architecture | x86\$164 |
| kernel\$1version | 6.8.0-1044-aws |
| framework\$1version | 2.7 |
| python\$1location | /opt/pytorch/bin/python |
| nvidia\$1driver | 580.126.09 |
| nvidia\$1cuda\$1stack | /usr/local/cuda-12.8 |
| gdr\$1copy | 2.5.1 |
| nvidia\$1container\$1toolkit\$1version | 1.18.2 |
| efa\$1version | 1.45.0 |
| ofi\$1nccl\$1version | 1.17.2 |
| 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 | 1.44.23 | 1.44.27 |
| boto3 | 1.42.33 | 1.42.37 |
| botocore | 1.42.33 | 1.42.37 |
| cryptography | 46.0.3 | 46.0.4 |
| docker-ce-cli | 29.1.5-1\$1ubuntu.22.04\$1jammy | 29.2.0-1\$1ubuntu.22.04\$1jammy |
| docker-ce-rootless-extras | 29.1.5-1\$1ubuntu.22.04\$1jammy | 29.2.0-1\$1ubuntu.22.04\$1jammy |
| einops | 0.8.1 | 0.8.2 |
| jupyterlab | 4.5.2 | 4.5.3 |
| libnvidia-container-tools | 1.18.1-1 | 1.18.2-1 |
| libnvidia-container1 | 1.18.1-1 | 1.18.2-1 |
| libssl-dev | 3.0.2-0ubuntu1.20 | 3.0.2-0ubuntu1.21 |
| libssl3 | 3.0.2-0ubuntu1.20 | 3.0.2-0ubuntu1.21 |
| marshmallow | 4.2.0 | 4.2.1 |
| nvidia-container-toolkit-base | 1.18.1-1 | 1.18.2-1 |
| packaging | 25.0 | 24.2 |
| platformdirs | 4.4.0 | 4.5.1 |
| psutil | 7.2.1 | 7.2.2 |
| rich | 14.2.0 | 14.3.1 |
| sagemaker-core | 1.0.74 | 1.0.75 |
| screen | 4.9.0-1 | 4.9.0-1ubuntu0.1 |
| setuptools | 80.10.1 | 80.10.2 |
| wcwidth | 0.3.0 | 0.5.0 |
| wheel | 0.45.1 | 0.46.3 |
##### Removed Packages
No packages were removed in this release.
# Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.7 (Ubuntu 22.04) 20260122
For help getting started, see [Getting started with DLAMI](getting-started.md).
##### Major Package Versions
| | |
| --- |--- |
| supported\$1ec2\$1instances | G4dn, G5, G6, Gr6, G6e, P4, P4de, P5, P5e, P5en, P6-B200 |
| operating\$1system | Ubuntu 22.04.5 LTS |
| compute\$1architecture | x86\$164 |
| kernel\$1version | 6.8.0-1044-aws |
| framework\$1version | 2.7 |
| python\$1location | /opt/pytorch/bin/python |
| nvidia\$1driver | 580.126.09 |
| nvidia\$1cuda\$1stack | /usr/local/cuda-12.8 |
| gdr\$1copy | 2.5.1 |
| nvidia\$1container\$1toolkit\$1version | 1.18.1 |
| efa\$1version | 1.45.0 |
| ofi\$1nccl\$1version | 1.17.2 |
| 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 | 1.44.23 |
| boto3 | 1.42.31 | 1.42.33 |
| botocore | 1.42.31 | 1.42.33 |
| jmespath | 1.0.1 | 1.1.0 |
| libxml2 | 2.9.13\$1dfsg-1ubuntu0.10 | 2.9.13\$1dfsg-1ubuntu0.11 |
| nvidia-fabricmanager | 580.105.08-1 | 580.126.09-1 |
| nvidia-ml-py | 13.590.44 | 13.590.48 |
| packaging | 24.2 | 25.0 |
| python3-pyasn1 | 0.4.8-1 | 0.4.8-1ubuntu0.1 |
| sagemaker | 2.256.0 | 2.256.1 |
##### Removed Packages
No packages were removed in this release.
# Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.7 (Ubuntu 22.04) 20260121
For help getting started, see [Getting started with DLAMI](getting-started.md).
##### Major Package Versions
| | |
| --- |--- |
| supported\$1ec2\$1instances | G4dn, G5, G6, Gr6, G6e, P4, P4de, P5, P5e, P5en, P6-B200 |
| operating\$1system | Ubuntu 22.04.5 LTS |
| compute\$1architecture | x86\$164 |
| kernel\$1version | 6.8.0-1044-aws |
| framework\$1version | 2.7 |
| python\$1location | /opt/pytorch/bin/python |
| nvidia\$1driver | 580.105.08 |
| nvidia\$1cuda\$1stack | /usr/local/cuda-12.8 |
| gdr\$1copy | 2.5.1 |
| nvidia\$1container\$1toolkit\$1version | 1.18.1 |
| efa\$1version | 1.45.0 |
| ofi\$1nccl\$1version | 1.17.2 |
| 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 | 1.44.20 | 1.44.21 |
| boto3 | 1.42.30 | 1.42.31 |
| botocore | 1.42.30 | 1.42.31 |
| dill | 0.4.0 | 0.4.1 |
| docker-compose-plugin | 5.0.1-1\$1ubuntu.22.04\$1jammy | 5.0.2-1\$1ubuntu.22.04\$1jammy |
| 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 |
| java-11-amazon-corretto-jdk | 11.0.29.7-1 | 11.0.30.7-1 |
| libc-bin | 2.35-0ubuntu3.11 | 2.35-0ubuntu3.12 |
| libc-dev-bin | 2.35-0ubuntu3.11 | 2.35-0ubuntu3.12 |
| libc-devtools | 2.35-0ubuntu3.11 | 2.35-0ubuntu3.12 |
| libc6 | 2.35-0ubuntu3.11 | 2.35-0ubuntu3.12 |
| libc6-dev | 2.35-0ubuntu3.11 | 2.35-0ubuntu3.12 |
| libglib2.0-0 | 2.72.4-0ubuntu2.7 | 2.72.4-0ubuntu2.8 |
| libglib2.0-bin | 2.72.4-0ubuntu2.7 | 2.72.4-0ubuntu2.8 |
| libglib2.0-data | 2.72.4-0ubuntu2.7 | 2.72.4-0ubuntu2.8 |
| libglib2.0-dev | 2.72.4-0ubuntu2.7 | 2.72.4-0ubuntu2.8 |
| libglib2.0-dev-bin | 2.72.4-0ubuntu2.7 | 2.72.4-0ubuntu2.8 |
| locales | 2.35-0ubuntu3.11 | 2.35-0ubuntu3.12 |
| more-itertools | 10.3.0 | 10.8.0 |
| multiprocess | 0.70.18 | 0.70.19 |
| onnx-ir | 0.1.14 | 0.1.15 |
| pandas | 2.3.3 | 3.0.0 |
| pathos | 0.3.4 | 0.3.5 |
| pox | 0.3.6 | 0.3.7 |
| ppft | 1.7.7 | 1.7.8 |
| pyarrow | 22.0.0 | 23.0.0 |
| pycparser | 2.23 | 3.0 |
| pyparsing | 3.3.1 | 3.3.2 |
| python3-urllib3 | 1.26.5-1\$1exp1ubuntu0.5 | 1.26.5-1\$1exp1ubuntu0.6 |
| sagemaker-core | 1.0.73 | 1.0.74 |
| setuptools | 80.9.0 | 80.10.1 |
| soupsieve | 2.8.1 | 2.8.3 |
| tomli | 2.0.1 | 2.4.0 |
| typing\$1extensions | 4.12.2 | 4.15.0 |
| wcwidth | 0.2.14 | 0.3.0 |
##### Removed Packages
| Package Name |
| --- |
| inflect |
| jaraco.collections |
| typeguard |
# Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.7 (Ubuntu 22.04) 20260118
For help getting started, see [Getting started with DLAMI](getting-started.md).
##### Major Package Versions
| | |
| --- |--- |
| supported\$1ec2\$1instances | G4dn, G5, G6, Gr6, G6e, P4, P4de, P5, P5e, P5en, P6-B200 |
| operating\$1system | Ubuntu 22.04.5 LTS |
| compute\$1architecture | x86\$164 |
| kernel\$1version | 6.8.0-1044-aws |
| framework\$1version | 2.7 |
| python\$1location | /opt/pytorch/bin/python |
| nvidia\$1driver | 580.105.08 |
| nvidia\$1cuda\$1stack | /usr/local/cuda-12.8 |
| gdr\$1copy | 2.5.1 |
| nvidia\$1container\$1toolkit\$1version | 1.18.1 |
| efa\$1version | 1.45.0 |
| ofi\$1nccl\$1version | 1.17.2 |
| 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 |
| async-lru | 2.0.5 | 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.22.04\$1jammy | 29.1.5-1\$1ubuntu.22.04\$1jammy |
| docker-ce-rootless-extras | 29.1.4-1\$1ubuntu.22.04\$1jammy | 29.1.5-1\$1ubuntu.22.04\$1jammy |
| 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 | 2.0.10-4ubuntu0.1 | 2.0.10-4ubuntu0.2 |
| libklibc | 2.0.10-4ubuntu0.1 | 2.0.10-4ubuntu0.2 |
| libpng-dev | 1.6.37-3ubuntu0.1 | 1.6.37-3ubuntu0.3 |
| libpng-tools | 1.6.37-3ubuntu0.1 | 1.6.37-3ubuntu0.3 |
| libpng16-16 | 1.6.37-3ubuntu0.1 | 1.6.37-3ubuntu0.3 |
| libpython3.10 | 3.10.12-1\$122.04.12 | 3.10.12-1\$122.04.13 |
| libpython3.10-dev | 3.10.12-1\$122.04.12 | 3.10.12-1\$122.04.13 |
| libpython3.10-minimal | 3.10.12-1\$122.04.12 | 3.10.12-1\$122.04.13 |
| libpython3.10-stdlib | 3.10.12-1\$122.04.12 | 3.10.12-1\$122.04.13 |
| libtasn1-6 | 4.18.0-4ubuntu0.1 | 4.18.0-4ubuntu0.2 |
| nvlsm | 2025.06.10-1 | 2025.06.11-1 |
| platformdirs | 4.2.2 | 4.5.1 |
| prometheus\$1client | 0.23.1 | 0.24.1 |
| pyasn1 | 0.6.1 | 0.6.2 |
| python3-urllib3 | 1.26.5-1\$1exp1ubuntu0.4 | 1.26.5-1\$1exp1ubuntu0.5 |
| python3.10-dev | 3.10.12-1\$122.04.12 | 3.10.12-1\$122.04.13 |
| python3.10-minimal | 3.10.12-1\$122.04.12 | 3.10.12-1\$122.04.13 |
| regex | 2025.11.3 | 2026.1.15 |
| sagemaker-core | 1.0.72 | 1.0.73 |
| tomlkit | 0.13.3 | 0.14.0 |
##### Removed Packages
No packages were removed in this release.
# Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.7 (Ubuntu 22.04) 20260104
For help getting started, see [Getting started with DLAMI](getting-started.md).
##### Major Package Versions
| | |
| --- |--- |
| supported\$1ec2\$1instances | G4dn, G5, G6, Gr6, G6e, P4, P4de, P5, P5e, P5en, P6-B200 |
| operating\$1system | Ubuntu 22.04.5 LTS |
| compute\$1architecture | x86\$164 |
| kernel\$1version | 6.8.0-1044-aws |
| framework\$1version | 2.7 |
| python\$1location | /opt/pytorch/bin/python |
| nvidia\$1driver | 580.105.08 |
| nvidia\$1cuda\$1stack | /usr/local/cuda-12.8 |
| gdr\$1copy | 2.5.1 |
| nvidia\$1container\$1toolkit\$1version | 1.18.1 |
| efa\$1version | 1.45.0 |
| ofi\$1nccl\$1version | 1.17.2 |
| 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 | 1.44.11 |
| boto3 | 1.42.17 | 1.42.21 |
| botocore | 1.42.17 | 1.42.21 |
| docker-compose-plugin | 5.0.0-1\$1ubuntu.22.04\$1jammy | 5.0.1-1\$1ubuntu.22.04\$1jammy |
| 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 |
| platformdirs | 4.5.1 | 4.2.2 |
| psutil | 7.2.0 | 7.2.1 |
| ruamel.yaml | 0.18.17 | 0.19.1 |
| termcolor | 3.2.0 | 3.3.0 |
| zipp | 3.19.2 | 3.23.0 |
##### Removed Packages
| Package Name |
| --- |
| ruamel.yaml.clib |
# Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.7 (Ubuntu 22.04) 20251228
For help getting started, see [Getting started with DLAMI](getting-started.md).
##### Major Package Versions
| | |
| --- |--- |
| supported\$1ec2\$1instances | G4dn, G5, G6, Gr6, G6e, P4, P4de, P5, P5e, P5en, P6-B200 |
| operating\$1system | Ubuntu 22.04.5 LTS |
| compute\$1architecture | x86\$164 |
| kernel\$1version | 6.8.0-1044-aws |
| framework\$1version | 2.7 |
| python\$1location | /opt/pytorch/bin/python |
| nvidia\$1driver | 580.105.08 |
| nvidia\$1cuda\$1stack | /usr/local/cuda-12.8 |
| gdr\$1copy | 2.5.1 |
| nvidia\$1container\$1toolkit\$1version | 1.18.1 |
| efa\$1version | 1.45.0 |
| ofi\$1nccl\$1version | 1.17.2 |
| 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 | 1.43.15 | 1.44.7 |
| boto3 | 1.42.9 | 1.42.17 |
| botocore | 1.42.9 | 1.42.17 |
| containerd.io | 2.2.0-2\$1ubuntu.22.04\$1jammy | 2.2.1-1\$1ubuntu.22.04\$1jammy |
| debugpy | 1.8.18 | 1.8.19 |
| fastapi | 0.124.4 | 0.128.0 |
| filelock | 3.20.0 | 3.20.1 |
| gymnasium | 1.2.2 | 1.2.3 |
| inspectorssmplugin | 1.0.428 | 1.0.430 |
| joblib | 1.5.2 | 1.5.3 |
| jupyterlab | 4.5.0 | 4.5.1 |
| libxnvctrl0 | 590.44.01-0ubuntu1 | 590.48.01-0ubuntu1 |
| marshmallow | 4.1.1 | 4.1.2 |
| mistune | 3.1.4 | 3.2.0 |
| narwhals | 2.13.0 | 2.14.0 |
| nbclient | 0.10.2 | 0.10.4 |
| onnx-ir | 0.1.12 | 0.1.13 |
| platformdirs | 4.2.2 | 4.5.1 |
| psutil | 7.1.3 | 7.2.0 |
| pyparsing | 3.2.5 | 3.3.1 |
| ruamel.yaml | 0.18.16 | 0.18.17 |
| sagemaker-core | 1.0.71 | 1.0.72 |
| soupsieve | 2.8 | 2.8.1 |
| tornado | 6.5.3 | 6.5.4 |
| typer | 0.20.0 | 0.21.0 |
| uvicorn | 0.38.0 | 0.40.0 |
##### Removed Packages
No packages were removed in this release.
# Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.7 (Ubuntu 22.04) 20251207
For help getting started, see [Getting started with DLAMI](getting-started.md).
##### Major Package Versions
| | |
| --- |--- |
| supported\$1ec2\$1instances | G4dn, G5, G6, Gr6, G6e, P4, P4de, P5, P5e, P5en, P6-B200 |
| operating\$1system | Ubuntu 22.04.5 LTS |
| compute\$1architecture | x86\$164 |
| kernel\$1version | 6.8.0-1043-aws |
| framework\$1version | 2.7 |
| python\$1location | /opt/pytorch/bin/python |
| nvidia\$1driver | 580.105.08 |
| default\$1cuda | /usr/local/cuda-12.8/ |
| nvidia\$1cuda\$1stack | /usr/local/cuda-12.8 |
| gdr\$1copy | 2.5.1 |
| nvidia\$1container\$1toolkit\$1version | 1.18.1 |
| efa\$1version | 1.45.0 |
| ofi\$1nccl\$1version | 1.17.2 |
| 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 | 1.43.5 | 1.43.10 |
| beautifulsoup4 | 4.14.2 | 4.14.3 |
| binutils-common | 2.38-4ubuntu2.10 | 2.38-4ubuntu2.11 |
| binutils-x86-64-linux-gnu | 2.38-4ubuntu2.10 | 2.38-4ubuntu2.11 |
| 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.22.04\$1jammy | 29.1.2-1\$1ubuntu.22.04\$1jammy |
| docker-ce-rootless-extras | 29.1.1-1\$1ubuntu.22.04\$1jammy | 29.1.2-1\$1ubuntu.22.04\$1jammy |
| docker-compose-plugin | 2.40.3-1\$1ubuntu.22.04\$1jammy | 5.0.0-1\$1ubuntu.22.04\$1jammy |
| fastapi | 0.122.0 | 0.124.0 |
| fsspec | 2025.10.0 | 2025.12.0 |
| ipython | 9.7.0 | 9.8.0 |
| libbinutils | 2.38-4ubuntu2.10 | 2.38-4ubuntu2.11 |
| libctf-nobfd0 | 2.38-4ubuntu2.10 | 2.38-4ubuntu2.11 |
| libctf0 | 2.38-4ubuntu2.10 | 2.38-4ubuntu2.11 |
| libnvidia-container-tools | 1.18.0-1 | 1.18.1-1 |
| libnvidia-container1 | 1.18.0-1 | 1.18.1-1 |
| libxnvctrl0 | 580.105.08-0ubuntu1 | 590.44.01-0ubuntu1 |
| linux-libc-dev | 5.15.0-161.171 | 5.15.0-163.173 |
| linux-tools-common | 5.15.0-161.171 | 5.15.0-163.173 |
| 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-fabricmanager | 580.95.05-1 | 580.105.08-1 |
| onnx | 1.19.1 | 1.20.0 |
| platformdirs | 4.2.2 | 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 | 4.15.0 | 4.12.2 |
| urllib3 | 2.5.0 | 2.6.0 |
| wireless-regdb | 2024.10.07-0ubuntu1\$122.04.1 | 2025.07.10-0ubuntu1\$122.04.1 |
##### Removed Packages
| Package Name |
| --- |
| aiobotocore |
| aiohappyeyeballs |
| aiohttp |
| aioitertools |
| aiosignal |
| frozenlist |
| linux-aws-6.8-headers-6.8.0-1040 |
| linux-aws-6.8-tools-6.8.0-1040 |
| linux-headers-6.8.0-1040-aws |
| linux-image-6.8.0-1040-aws |
| linux-modules-6.8.0-1040-aws |
| linux-tools-6.8.0-1040-aws |
| multidict |
| propcache |
| wrapt |
| yarl |
# Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.7 (Ubuntu 22.04) 20251123
For help getting started, see [Getting started with DLAMI](getting-started.md).
##### Major Package Versions
| | |
| --- |--- |
| supported\$1ec2\$1instances | G4dn, G5, G6, Gr6, G6e, P4, P4de, P5, P5e, P5en, P6-B200 |
| operating\$1system | Ubuntu 22.04.5 LTS |
| compute\$1architecture | x86\$164 |
| kernel\$1version | 6.8.0-1043-aws |
| framework\$1version | 2.7 |
| python\$1location | /opt/pytorch/bin/python |
| nvidia\$1driver | 580.95.05 |
| default\$1cuda | /usr/local/cuda-12.8/ |
| nvidia\$1cuda\$1stack | /usr/local/cuda-12.8 |
| gdr\$1copy | 2.5.1 |
| nvidia\$1container\$1toolkit\$1version | 1.18.0 |
| efa\$1version | 1.45.0 |
| ofi\$1nccl\$1version | 1.17.2 |
| 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
| |
| --- |
| linux-aws-6.8-headers-6.8.0-1043-6.8.0-1043.45\$122.04.1 |
| linux-aws-6.8-tools-6.8.0-1043-6.8.0-1043.45\$122.04.1 |
| linux-headers-6.8.0-1043-aws-6.8.0-1043.45\$122.04.1 |
| linux-image-6.8.0-1043-aws-6.8.0-1043.45\$122.04.1 |
| linux-modules-6.8.0-1043-aws-6.8.0-1043.45\$122.04.1 |
| linux-modules-extra-6.8.0-1043-aws-6.8.0-1043.45\$122.04.1 |
| linux-tools-6.8.0-1043-aws-6.8.0-1043.45\$122.04.1 |
| lustre-client-modules-6.8.0-1043-aws-2.15.6-1fsx25 |
##### Updated Packages
| Package Name | Previous Version | New Version |
| --- | --- | --- |
| amazon-cloudwatch-agent | 1.300061.0b1289-1 | 1.300062.0b1304-1 |
| awscli | 1.42.74 | 1.43.2 |
| boto3 | 1.40.74 | 1.41.2 |
| botocore | 1.40.74 | 1.41.2 |
| docker-ce-cli | 29.0.1-1\$1ubuntu.22.04\$1jammy | 29.0.2-1\$1ubuntu.22.04\$1jammy |
| docker-ce-rootless-extras | 29.0.1-1\$1ubuntu.22.04\$1jammy | 29.0.2-1\$1ubuntu.22.04\$1jammy |
| fastapi | 0.121.2 | 0.121.3 |
| ibacm | 59.amzn0-1 | 60.0-1 |
| ibverbs-providers | 59.amzn0-1 | 60.0-1 |
| ibverbs-utils | 59.amzn0-1 | 60.0-1 |
| infiniband-diags | 59.amzn0-1 | 60.0-1 |
| inspectorssmplugin | 1.0.412 | 1.0.419 |
| jupyterlab | 4.4.10 | 4.5.0 |
| libfabric-aws-bin | 2.3.1amzn1.0 | 2.3.1amzn2.0 |
| libfabric-aws-dev | 2.3.1amzn1.0 | 2.3.1amzn2.0 |
| libfabric1-aws | 2.3.1amzn1.0 | 2.3.1amzn2.0 |
| libibmad-dev | 59.amzn0-1 | 60.0-1 |
| libibmad5 | 59.amzn0-1 | 60.0-1 |
| libibnetdisc-dev | 59.amzn0-1 | 60.0-1 |
| libibnetdisc5 | 59.amzn0-1 | 60.0-1 |
| libibumad-dev | 59.amzn0-1 | 60.0-1 |
| libibumad3 | 59.amzn0-1 | 60.0-1 |
| libibverbs-dev | 59.amzn0-1 | 60.0-1 |
| libibverbs1 | 59.amzn0-1 | 60.0-1 |
| libmysqlclient21 | 8.0.43-0ubuntu0.22.04.2 | 8.0.44-0ubuntu0.22.04.1 |
| libnccl-ofi | 1.17.1-1 | 1.17.2-1 |
| librdmacm-dev | 59.amzn0-1 | 60.0-1 |
| librdmacm1 | 59.amzn0-1 | 60.0-1 |
| linux-aws | 6.8.0-1041.43\$122.04.1 | 6.8.0-1043.45\$122.04.1 |
| linux-headers-aws | 6.8.0-1041.43\$122.04.1 | 6.8.0-1043.45\$122.04.1 |
| linux-image-aws | 6.8.0-1041.43\$122.04.1 | 6.8.0-1043.45\$122.04.1 |
| linux-modules-extra-aws | 6.8.0-1041.43\$122.04.1 | 6.8.0-1043.45\$122.04.1 |
| lustre-client-utils | 2.15.6-1fsx21 | 2.15.6-1fsx25 |
| ml\$1dtypes | 0.5.3 | 0.5.4 |
| narwhals | 2.11.0 | 2.12.0 |
| platformdirs | 4.2.2 | 4.5.0 |
| rdmacm-utils | 59.amzn0-1 | 60.0-1 |
| rpds-py | 0.28.0 | 0.29.0 |
| ruamel.yaml.clib | 0.2.14 | 0.2.15 |
| s3transfer | 0.14.0 | 0.15.0 |
| sagemaker-core | 1.0.66 | 1.0.68 |
| starlette | 0.49.3 | 0.50.0 |
| typing\$1extensions | 4.12.2 | 4.15.0 |
| xyzservices | 2025.10.0 | 2025.11.0 |
| zipp | 3.23.0 | 3.19.2 |
##### Removed Packages
| Package Name |
| --- |
| linux-aws-6.8-headers-6.8.0-1041 |
| linux-aws-6.8-tools-6.8.0-1041 |
| linux-headers-6.8.0-1041-aws |
| linux-image-6.8.0-1041-aws |
| linux-modules-6.8.0-1041-aws |
| linux-modules-extra-6.8.0-1041-aws |
| linux-tools-6.8.0-1041-aws |
| lustre-client-modules-6.8.0-1041-aws |
# Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.7 (Ubuntu 22.04) 20251109
For help getting started, see [Getting started with DLAMI](getting-started.md).
##### Major Package Versions
| Package Name | Version |
| --- | --- |
| framework\$1version | 2.7 |
| gdr\$1copy | 2.5.1 |
| supported\$1ec2\$1instances | G4dn, G5, G6, Gr6, G6e, P4, P4de, P5, P5e, P5en, P6-B200 |
| efa\$1version | 1.43.3 |
| 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-12.8 |
| ssm\$1agent\$1version | 3.3.2299.0 |
| kernel\$1version | 6.8.0-1040-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 22.04.5 LTS |
| default\$1cuda | /usr/local/cuda-12.8/ |
| compute\$1architecture | x86\$164 |
##### 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 |
##### Updated Packages
| Package Name | Previous Version | New Version |
| --- | --- | --- |
| amazon-cloudwatch-agent | 1.300060.0b1248-1 | 1.300061.0b1289-1 |
| awscli | 1.42.64 | 1.42.69 |
| bokeh | 3.8.0 | 3.8.1 |
| boto3 | 1.40.64 | 1.40.69 |
| botocore | 1.40.64 | 1.40.69 |
| cloudpickle | 3.1.1 | 3.1.2 |
| containerd.io | 1.7.28-1\$1ubuntu.22.04\$1jammy | 1.7.29-1\$1ubuntu.22.04\$1jammy |
| dkms | 3.2.1-1ubuntu2 | 3.2.2-1ubuntu1 |
| docker-ce-cli | 28.5.1-1\$1ubuntu.22.04\$1jammy | 28.5.2-1\$1ubuntu.22.04\$1jammy |
| docker-ce-rootless-extras | 28.5.1-1\$1ubuntu.22.04\$1jammy | 28.5.2-1\$1ubuntu.22.04\$1jammy |
| fastapi | 0.120.4 | 0.121.1 |
| gymnasium | 1.2.1 | 1.2.2 |
| inspectorssmplugin | 1.0.404 | 1.0.411 |
| ipython | 9.6.0 | 9.7.0 |
| libxnvctrl0 | 580.95.05-0ubuntu1 | 580.105.08-0ubuntu1 |
| narwhals | 2.10.1 | 2.10.2 |
| nvlsm | 2025.06.6-1 | 2025.06.10-1 |
| psutil | 7.1.2 | 7.1.3 |
| pydantic | 2.12.3 | 2.12.4 |
| pydantic\$1core | 2.41.4 | 2.41.5 |
| regex | 2025.10.23 | 2025.11.3 |
| sagemaker-core | 1.0.61 | 1.0.64 |
| typing\$1extensions | 4.12.2 | 4.15.0 |
##### Removed Packages
| Package Name |
| --- |
| imageio |
# Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.7 (Ubuntu 22.04) 20251009
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 | 2.7 |
| gdr\$1copy | 2.5 |
| supported\$1ec2\$1instances | G4dn, G5, G6, Gr6, G6e, P4, P4de, P5, P5e, P5en, P6-B200 |
| efa\$1version | 1.43.3 |
| 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-12.8 |
| ssm\$1agent\$1version | 3.3.2299.0 |
| kernel\$1version | 6.8.0-1040-aws |
| nvidia\$1container\$1toolkit\$1version | 1.17.8 |
| ofi\$1nccl\$1version | 1.16.3 |
| operating\$1system | Ubuntu 22.04.5 LTS |
| default\$1cuda | /usr/local/cuda-12.8/ |
| compute\$1architecture | x86\$164 |
##### 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-6.8-headers-6.8.0-1040-6.8.0-1040.42\$122.04.1 |
| linux-aws-6.8-tools-6.8.0-1040-6.8.0-1040.42\$122.04.1 |
| linux-headers-6.8.0-1040-aws-6.8.0-1040.42\$122.04.1 |
| linux-image-6.8.0-1040-aws-6.8.0-1040.42\$122.04.1 |
| linux-modules-6.8.0-1040-aws-6.8.0-1040.42\$122.04.1 |
| linux-modules-extra-6.8.0-1040-aws-6.8.0-1040.42\$122.04.1 |
| linux-tools-6.8.0-1040-aws-6.8.0-1040.42\$122.04.1 |
| lustre-client-modules-6.8.0-1040-aws-2.15.6-1fsx21 |
| ml\$1dtypes-0.5.3 |
| nvidia-fabricmanager-580.95.05-1 |
| onnx-1.19.0 |
| onnx-ir-0.1.10 |
| onnxscript-0.5.3 |
##### Updated Packages
| Package Name | Previous Version | New Version |
| --- | --- | --- |
| Authlib | 1.6.4 | 1.6.5 |
| attrs | 25.3.0 | 25.4.0 |
| awscli | 1.42.40 | 1.42.49 |
| beautifulsoup4 | 4.14.0 | 4.14.2 |
| boto3 | 1.40.40 | 1.40.49 |
| botocore | 1.40.40 | 1.40.49 |
| certifi | 2025.8.3 | 2025.10.5 |
| cloud-init | 25.1.4-0ubuntu0\$122.04.1 | 25.2-0ubuntu1\$122.04.1 |
| cryptography | 46.0.1 | 46.0.2 |
| docker-buildx-plugin | 0.28.0-0\$1ubuntu.22.04\$1jammy | 0.29.1-1\$1ubuntu.22.04\$1jammy |
| docker-ce-cli | 28.4.0-1\$1ubuntu.22.04\$1jammy | 28.5.1-1\$1ubuntu.22.04\$1jammy |
| docker-ce-rootless-extras | 28.4.0-1\$1ubuntu.22.04\$1jammy | 28.5.1-1\$1ubuntu.22.04\$1jammy |
| docker-compose-plugin | 2.39.4-0\$1ubuntu.22.04\$1jammy | 2.40.0-1\$1ubuntu.22.04\$1jammy |
| efa | 2.17.2-1.amzn1 | 2.17.3-1.amzn1 |
| fastapi | 0.117.1 | 0.118.2 |
| filelock | 3.19.1 | 3.20.0 |
| fonttools | 4.60.0 | 4.60.1 |
| inspectorssmplugin | 1.0.398 | 1.0.399 |
| ipython | 9.5.0 | 9.6.0 |
| libcurl3-gnutls | 7.81.0-1ubuntu1.20 | 7.81.0-1ubuntu1.21 |
| libcurl4 | 7.81.0-1ubuntu1.20 | 7.81.0-1ubuntu1.21 |
| libnccl-ofi | 1.16.2-1 | 1.16.3-1 |
| libnss-systemd | 249.11-0ubuntu3.16 | 249.11-0ubuntu3.17 |
| libpam-systemd | 249.11-0ubuntu3.16 | 249.11-0ubuntu3.17 |
| libssl-dev | 3.0.2-0ubuntu1.19 | 3.0.2-0ubuntu1.20 |
| libssl3 | 3.0.2-0ubuntu1.19 | 3.0.2-0ubuntu1.20 |
| libsystemd0 | 249.11-0ubuntu3.16 | 249.11-0ubuntu3.17 |
| libtiff5 | 4.3.0-6ubuntu0.11 | 4.3.0-6ubuntu0.12 |
| libudev-dev | 249.11-0ubuntu3.16 | 249.11-0ubuntu3.17 |
| libudev1 | 249.11-0ubuntu3.16 | 249.11-0ubuntu3.17 |
| libxnvctrl0 | 580.82.07-0ubuntu1 | 580.95.05-0ubuntu1 |
| linux-aws | 6.8.0-1039.41\$122.04.1 | 6.8.0-1040.42\$122.04.1 |
| linux-headers-aws | 6.8.0-1039.41\$122.04.1 | 6.8.0-1040.42\$122.04.1 |
| linux-image-aws | 6.8.0-1039.41\$122.04.1 | 6.8.0-1040.42\$122.04.1 |
| linux-libc-dev | 5.15.0-156.166 | 5.15.0-157.167 |
| linux-modules-extra-aws | 6.8.0-1039.41\$122.04.1 | 6.8.0-1040.42\$122.04.1 |
| linux-tools-common | 5.15.0-156.166 | 5.15.0-157.167 |
| llvmlite | 0.45.0 | 0.45.1 |
| lustre-client-modules-aws | 6.8.0-1039.41\$122.04.1 | 6.8.0-1040.42\$122.04.1 |
| matplotlib | 3.10.6 | 3.10.7 |
| narwhals | 2.5.0 | 2.7.0 |
| needrestart | 3.5-5ubuntu2.4 | 3.5-5ubuntu2.5 |
| nltk | 3.9.1 | 3.9.2 |
| numba | 0.62.0 | 0.62.1 |
| nvlsm | 2025.06.5-1 | 2025.06.6-1 |
| open-vm-tools | 12.3.5-3\$1ubuntu0.22.04.2 | 12.3.5-3\$1ubuntu0.22.04.3 |
| pandas | 2.3.2 | 2.3.3 |
| pydantic | 2.11.9 | 2.12.0 |
| pydantic\$1core | 2.33.2 | 2.41.1 |
| python-json-logger | 3.3.0 | 4.0.0 |
| rich | 14.1.0 | 14.2.0 |
| sagemaker | 2.251.1 | 2.252.0 |
| systemd-sysv | 249.11-0ubuntu3.16 | 249.11-0ubuntu3.17 |
| transformer\$1engine | 2.4.0 | 2.8.0 |
| transformer\$1engine\$1cu12 | 2.4.0 | 2.8.0 |
| transformer\$1engine\$1torch | 2.4.0 | 2.8.0 |
| types-python-dateutil | 2.9.0.20250822 | 2.9.0.20251008 |
| typing-inspection | 0.4.1 | 0.4.2 |
| udev | 249.11-0ubuntu3.16 | 249.11-0ubuntu3.17 |
| websocket-client | 1.8.0 | 1.9.0 |
##### Removed Packages
| Package Name |
| --- |
| linux-modules-extra-6.8.0-1039-aws |
| lustre-client-modules-6.8.0-1039-aws |
| nvidia-fabricmanager-570 |
# Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.7 (Ubuntu 22.04) 20250928
For help getting started, see [Getting started with DLAMI](getting-started.md).
##### Major Package Versions
| Package Name | Version |
| --- | --- |
| supported\$1ec2\$1instances | G4dn, G5, G6, Gr6, G6e, P4, P4de, P5, P5e, P5en, P6-B200 |
| operating\$1system | Ubuntu 22.04.5 LTS |
| compute\$1architecture | x86\$164 |
| kernel\$1version | 6.8.0-1039-aws |
| framework\$1version | 2.7 |
| python\$1location | /opt/pytorch/bin/python |
| nvidia\$1driver | 570.172.08 |
| default\$1cuda | /usr/local/cuda-12.8/ |
| nvidia\$1cuda\$1stack | /usr/local/cuda-12.8 |
| gdr\$1copy | 2.5 |
| nvidia\$1container\$1toolkit\$1version | 1.17.8 |
| efa\$1version | 1.43.1 |
| ofi\$1nccl\$1version | 1.16.2 |
| 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 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-6.8-headers-6.8.0-1039-6.8.0-1039.41\$122.04.1 |
| linux-aws-6.8-tools-6.8.0-1039-6.8.0-1039.41\$122.04.1 |
| linux-headers-6.8.0-1039-aws-6.8.0-1039.41\$122.04.1 |
| linux-image-6.8.0-1039-aws-6.8.0-1039.41\$122.04.1 |
| linux-modules-6.8.0-1039-aws-6.8.0-1039.41\$122.04.1 |
| linux-modules-extra-6.8.0-1039-aws-6.8.0-1039.41\$122.04.1 |
| linux-tools-6.8.0-1039-aws-6.8.0-1039.41\$122.04.1 |
| lustre-client-modules-6.8.0-1039-aws-2.15.6-1fsx21 |
##### Updated Packages
| Package Name | Previous Version | New Version |
| --- | --- | --- |
| MarkupSafe | 3.0.2 | 3.0.3 |
| PyYAML | 6.0.2 | 6.0.3 |
| anyio | 4.10.0 | 4.11.0 |
| awscli | 1.42.35 | 1.42.40 |
| beautifulsoup4 | 4.13.5 | 4.14.0 |
| 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.22.04\$1jammy |
| dpkg-dev | 1.21.1ubuntu2.3 | 1.21.1ubuntu2.6 |
| 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 | 2.35-0ubuntu3.10 | 2.35-0ubuntu3.11 |
| libc-dev-bin | 2.35-0ubuntu3.10 | 2.35-0ubuntu3.11 |
| libc-devtools | 2.35-0ubuntu3.10 | 2.35-0ubuntu3.11 |
| libc6 | 2.35-0ubuntu3.10 | 2.35-0ubuntu3.11 |
| libc6-dev | 2.35-0ubuntu3.10 | 2.35-0ubuntu3.11 |
| libdpkg-perl | 1.21.1ubuntu2.3 | 1.21.1ubuntu2.6 |
| linux-aws | 6.8.0-1036.38\$122.04.1 | 6.8.0-1039.41\$122.04.1 |
| linux-headers-aws | 6.8.0-1036.38\$122.04.1 | 6.8.0-1039.41\$122.04.1 |
| linux-image-aws | 6.8.0-1036.38\$122.04.1 | 6.8.0-1039.41\$122.04.1 |
| linux-libc-dev | 5.15.0-153.163 | 5.15.0-156.166 |
| linux-modules-extra-aws | 6.8.0-1036.38\$122.04.1 | 6.8.0-1039.41\$122.04.1 |
| linux-tools-common | 5.15.0-153.163 | 5.15.0-156.166 |
| locales | 2.35-0ubuntu3.10 | 2.35-0ubuntu3.11 |
| lustre-client-modules-aws | 6.8.0-1036.38\$122.04.1 | 6.8.0-1039.41\$122.04.1 |
| platformdirs | 4.4.0 | 4.2.2 |
| pydantic | 2.9.2 | 2.11.9 |
| pydantic\$1core | 2.23.4 | 2.33.2 |
| pyparsing | 3.2.4 | 3.2.5 |
| python3-pip | 22.0.2\$1dfsg-1ubuntu0.6 | 22.0.2\$1dfsg-1ubuntu0.7 |
| ruamel.yaml.clib | 0.2.12 | 0.2.14 |
| safety-schemas | 0.0.14 | 0.0.16 |
| typer | 0.19.1 | 0.19.2 |
| uvicorn | 0.36.0 | 0.37.0 |
| wcwidth | 0.2.13 | 0.2.14 |
##### Removed Packages
| Package Name |
| --- |
| linux-aws-6.8-headers-6.8.0-1036 |
| linux-aws-6.8-tools-6.8.0-1036 |
| linux-headers-6.8.0-1036-aws |
| linux-image-6.8.0-1036-aws |
| linux-modules-6.8.0-1036-aws |
| linux-modules-extra-6.8.0-1036-aws |
| linux-tools-6.8.0-1036-aws |
| lustre-client-modules-6.8.0-1036-aws |
##### Archive
**Topics**
+ [Release Notes Archive](archive-detail-x86-gpu-pytorch-2.7-ubuntu-22-04.md)
# Release Notes Archive
##### Release Date: 2025-08-14
**AMI name**: Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.7 (Ubuntu 22.04) 20250814
##### Added
+ Added support for P5.4xlarge instances
##### Updated
+ Upgraded EFA to 1.43.1
##### Release Date: 2025-06-03
**AMI name**: Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.7 (Ubuntu 22.04) 20250602
##### Added
+ Initial release of Deep Learning AMI GPU PyTorch 2.7 (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, PyTorch NCCL=2.26.5, and EFA=1.40.0.
##### Known Issues
+ "With compute capability sm10.0 (Blackwell-architecture) GPUs, the FP8 datatype with scaled dot-product attention contains a deadlock that causes the kernel to hang under some circumstances, such as when the problem size is large or the GPU is running multiple kernels simultaneously. A fix is planned for a future release." [[cuDNN 9.10.0 release notes](https://docs.nvidia.com/deeplearning/cudnn/backend/latest/release-notes.html#cudnn-9-10-0)]
+ For users seeking to run P6-B200 instances with FP8 data and scaled dot-product attention, please consider installing flash attention manually.