# AWS Deep Learning OSS AMI GPU PyTorch 2.9 (Amazon Linux 2023)
GPU PyTorch 2.9 (Amazon Linux 2023)

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

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

##### Notices

+  Starting with PyTorch 2.9, CUDA and related libraries are now located within the Pytorch virtual environment found in `/opt/pytorch/cuda` instead of being installed at the system level. This change reduces the image size while maintaining full CUDA functionality. Please ensure that the PyTorch virtual environment is activated to utilize CUDA using `source /opt/pytorch/bin/activate` 

##### AMI Name Format

+ Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Amazon Linux 2023) \$1\$1YYYY-MM-DD\$1

##### SSM Parameter Query
SSM Parameter Query

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

```
export SSM_PARAMETER=oss-nvidia-driver-gpu-pytorch-2.9-amazon-linux-2023/latest/ami-id && \
        aws ssm get-parameter --region us-east-1 \
        --name /aws/service/deeplearning/ami/x86_64/$SSM_PARAMETER \
        --query "Parameter.Value" \
        --output text
```

##### AWSCLI Query
AWS CLI Parameter 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 2.9 (Amazon Linux 2023) ????????' '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 2.9 (Amazon Linux 2023) 20260321](aws-deep-learning-ami-gpupt29oss-al2023-2026-03-24.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Amazon Linux 2023) 20260307](aws-deep-learning-ami-gpupt29oss-al2023-2026-03-12.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Amazon Linux 2023) 20260221](aws-deep-learning-ami-gpupt29oss-al2023-2026-02-24.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Amazon Linux 2023) 20260128](aws-deep-learning-ami-gpupt29oss-al2023-2026-02-03.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Amazon Linux 2023) 20260122](aws-deep-learning-ami-gpupt29oss-al2023-2026-01-23.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Amazon Linux 2023) 20260121](aws-deep-learning-ami-gpupt29oss-al2023-2026-01-21.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Amazon Linux 2023) 20260117](aws-deep-learning-ami-gpupt29oss-al2023-2026-01-20.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Amazon Linux 2023) 20260103](aws-deep-learning-ami-gpupt29oss-al2023-2026-01-08.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Amazon Linux 2023) 20251227](aws-deep-learning-ami-gpupt29oss-al2023-2025-12-31.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Amazon Linux 2023) 20251124](aws-deep-learning-ami-gpupt29oss-al2023-2025-12-10.md)

# Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Amazon Linux 2023) 20260321
Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Amazon Linux 2023) 20260321

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  |  Amazon Linux 2023.10.20260302  | 
|  compute\$1architecture  |  x86\$164  | 
|  kernel\$1version  |  6.1.163-186.299.amzn2023.x86\$164  | 
|  framework\$1version  |  2.9  | 
|  python\$1location  |  /opt/pytorch/bin/python  | 
|  nvidia\$1driver  |  580.126.09  | 
|  gdr\$1copy  |  2.5.2  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.19.0  | 
|  efa\$1version  |  1.44.0  | 
|  ofi\$1nccl\$1version  |  1.17.1  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.3598.0  | 

##### 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  |  2.2.0  |  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  | 
|  databricks-sdk  |  0.99.0  |  0.102.0  | 
|  deepdiff  |  8.6.1  |  8.6.2  | 
|  inspectorssmplugin  |  1.0.443-1  |  1.0.456-1  | 
|  jsonpointer  |  3.0.0  |  3.1.0  | 
|  onnxruntime  |  1.24.3  |  1.24.4  | 
|  pyasn1  |  0.6.2  |  0.6.3  | 
|  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  | 
|  uvicorn  |  0.41.0  |  0.42.0  | 

##### Removed Packages


No packages were removed in this release.

# Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Amazon Linux 2023) 20260307
Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Amazon Linux 2023) 20260307

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  |  Amazon Linux 2023.10.20260302  | 
|  compute\$1architecture  |  x86\$164  | 
|  kernel\$1version  |  6.1.163-186.299.amzn2023.x86\$164  | 
|  framework\$1version  |  2.9  | 
|  python\$1location  |  /opt/pytorch/bin/python  | 
|  nvidia\$1driver  |  580.126.09  | 
|  gdr\$1copy  |  2.5.1  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.2  | 
|  efa\$1version  |  1.44.0  | 
|  ofi\$1nccl\$1version  |  1.17.1  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.3598.0  | 

##### 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



|  | 
| --- |
|  kernel-livepatch-6.1.163-186.299-1.0-0.amzn2023  | 

##### Updated Packages



| Package Name | Previous Version | New Version | 
| --- | --- | --- | 
|  Authlib  |  1.6.8  |  1.6.9  | 
|  SQLAlchemy  |  2.0.46  |  2.0.48  | 
|  amazon-linux-repo-s3  |  2023.10.20260216-0.amzn2023  |  2023.10.20260302-0.amzn2023  | 
|  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  | 
|  container-selinux  |  2.242.0-1.amzn2023  |  2.245.0-1.amzn2023  | 
|  databricks-sdk  |  0.91.0  |  0.96.0  | 
|  dnf-plugin-support-info  |  1.10-1.amzn2023  |  1.11-1.amzn2023  | 
|  ec2-hibinit-agent  |  1.0.10-1.amzn2023  |  1.0.10-2.amzn2023  | 
|  fastapi  |  0.129.0  |  0.135.1  | 
|  filelock  |  3.24.3  |  3.25.0  | 
|  geventhttpclient  |  2.3.7  |  2.3.9  | 
|  google-auth  |  2.48.0  |  2.49.0  | 
|  graphql-core  |  3.2.7  |  3.2.8  | 
|  inspectorssmplugin  |  1.0.441-1  |  1.0.443-1  | 
|  ipython  |  9.10.0  |  9.11.0  | 
|  jupyterlab  |  4.5.4  |  4.5.5  | 
|  jxl-pixbuf-loader  |  0.10.3-54.amzn2023  |  0.10.3-55.amzn2023  | 
|  kernel  |  6.1.161-183.298.amzn2023  |  6.1.163-186.299.amzn2023  | 
|  kernel-devel  |  6.1.161-183.298.amzn2023  |  6.1.163-186.299.amzn2023  | 
|  kernel-headers  |  6.1.161-183.298.amzn2023  |  6.1.163-186.299.amzn2023  | 
|  kernel-libbpf  |  6.1.161-183.298.amzn2023  |  6.1.163-186.299.amzn2023  | 
|  kernel-livepatch-repo-s3  |  2023.10.20260216-0.amzn2023  |  2023.10.20260302-0.amzn2023  | 
|  kernel-modules-extra  |  6.1.161-183.298.amzn2023  |  6.1.163-186.299.amzn2023  | 
|  kernel-modules-extra-common  |  6.1.161-183.298.amzn2023  |  6.1.163-186.299.amzn2023  | 
|  kernel-tools  |  6.1.161-183.298.amzn2023  |  6.1.163-186.299.amzn2023  | 
|  libjxl  |  0.10.3-54.amzn2023  |  0.10.3-55.amzn2023  | 
|  libpng  |  1.6.37-10.amzn2023.0.10  |  1.6.37-10.amzn2023.0.11  | 
|  libsoup3  |  3.6.5-55.amzn2023  |  3.6.5-56.amzn2023  | 
|  libssh  |  0.10.6-1.amzn2023.0.3  |  0.10.6-1.amzn2023.0.4  | 
|  libssh-config  |  0.10.6-1.amzn2023.0.3  |  0.10.6-1.amzn2023.0.4  | 
|  libssh-devel  |  0.10.6-1.amzn2023.0.3  |  0.10.6-1.amzn2023.0.4  | 
|  libxml2  |  2.10.4-1.amzn2023.0.17  |  2.10.4-1.amzn2023.0.18  | 
|  libxml2-devel  |  2.10.4-1.amzn2023.0.17  |  2.10.4-1.amzn2023.0.18  | 
|  lustre-client  |  2.15.6-25.amzn2023  |  2.15.6-27.amzn2023  | 
|  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  | 
|  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  |  4.9.2  |  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  | 
|  selinux-policy  |  38.1.65-1.amzn2023.0.1  |  38.1.73-1.amzn2023.0.1  | 
|  selinux-policy-targeted  |  38.1.65-1.amzn2023.0.1  |  38.1.73-1.amzn2023.0.1  | 
|  system-release  |  2023.10.20260216-0.amzn2023  |  2023.10.20260302-0.amzn2023  | 
|  systemtap  |  5.2-1.amzn2023.0.5  |  5.4-1.amzn2023.0.1  | 
|  systemtap-client  |  5.2-1.amzn2023.0.5  |  5.4-1.amzn2023.0.1  | 
|  systemtap-devel  |  5.2-1.amzn2023.0.5  |  5.4-1.amzn2023.0.1  | 
|  systemtap-runtime  |  5.2-1.amzn2023.0.5  |  5.4-1.amzn2023.0.1  | 
|  systemtap-sdt-devel  |  5.2-1.amzn2023.0.5  |  5.4-1.amzn2023.0.1  | 
|  systemtap-sdt-dtrace  |  5.2-1.amzn2023.0.5  |  5.4-1.amzn2023.0.1  | 
|  tabulate  |  0.9.0  |  0.10.0  | 
|  tritonclient  |  2.65.0  |  2.66.0  | 
|  typer  |  0.24.0  |  0.24.1  | 
|  yarl  |  1.22.0  |  1.23.0  | 

##### Removed Packages



| Package Name | 
| --- | 
|  kernel-livepatch-6.1.161-183.298  | 

# Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Amazon Linux 2023) 20260221
Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Amazon Linux 2023) 20260221

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  |  Amazon Linux 2023.10.20260216  | 
|  compute\$1architecture  |  x86\$164  | 
|  kernel\$1version  |  6.1.161-183.298.amzn2023.x86\$164  | 
|  framework\$1version  |  2.9  | 
|  python\$1location  |  /opt/pytorch/bin/python  | 
|  nvidia\$1driver  |  580.126.09  | 
|  gdr\$1copy  |  2.5.1  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.2  | 
|  efa\$1version  |  1.44.0  | 
|  ofi\$1nccl\$1version  |  1.17.1  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.3598.0  | 

##### 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  |  1.6.7  |  1.6.8  | 
|  Flask  |  3.1.2  |  3.1.3  | 
|  Werkzeug  |  3.1.5  |  3.1.6  | 
|  alsa-lib  |  1.2.7.2-1.amzn2023.0.2  |  1.2.7.2-1.amzn2023.0.3  | 
|  amazon-cloudwatch-agent  |  1.300062.1-1.amzn2023  |  1.300064.1-1.amzn2023  | 
|  amazon-linux-repo-s3  |  2023.10.20260202-0.amzn2023  |  2023.10.20260216-0.amzn2023  | 
|  amazon-ssm-agent  |  3.3.3572.0-1.amzn2023  |  3.3.3598.0-1.amzn2023  | 
|  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  | 
|  containerd  |  2.1.5-1.amzn2023.0.5  |  2.2.1-1.amzn2023.0.1  | 
|  coreutils  |  8.32-30.amzn2023.0.4  |  8.32-30.amzn2023.0.5  | 
|  coreutils-common  |  8.32-30.amzn2023.0.4  |  8.32-30.amzn2023.0.5  | 
|  curl-minimal  |  8.15.0-4.amzn2023.0.1  |  8.17.0-1.amzn2023.0.1  | 
|  databricks-sdk  |  0.88.0  |  0.91.0  | 
|  docker  |  25.0.14-1.amzn2023.0.1  |  25.0.14-1.amzn2023.0.2  | 
|  expat  |  2.6.3-1.amzn2023.0.3  |  2.6.3-1.amzn2023.0.4  | 
|  filelock  |  3.21.2  |  3.24.3  | 
|  gnupg2  |  2.3.7-1.amzn2023.0.6  |  2.3.7-1.amzn2023.0.7  | 
|  gnupg2-smime  |  2.3.7-1.amzn2023.0.6  |  2.3.7-1.amzn2023.0.7  | 
|  greenlet  |  3.3.1  |  3.3.2  | 
|  gunicorn  |  23.0.0  |  25.1.0  | 
|  kernel-livepatch-repo-s3  |  2023.10.20260202-0.amzn2023  |  2023.10.20260216-0.amzn2023  | 
|  libcurl-devel  |  8.15.0-4.amzn2023.0.1  |  8.17.0-1.amzn2023.0.1  | 
|  libcurl-minimal  |  8.15.0-4.amzn2023.0.1  |  8.17.0-1.amzn2023.0.1  | 
|  libpng  |  1.6.37-10.amzn2023.0.9  |  1.6.37-10.amzn2023.0.10  | 
|  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  | 
|  openssh  |  8.7p1-8.amzn2023.0.15  |  8.7p1-8.amzn2023.0.16  | 
|  openssh-clients  |  8.7p1-8.amzn2023.0.15  |  8.7p1-8.amzn2023.0.16  | 
|  openssh-server  |  8.7p1-8.amzn2023.0.15  |  8.7p1-8.amzn2023.0.16  | 
|  openssl  |  3.2.2-1.amzn2023.0.4  |  3.2.2-1.amzn2023.0.5  | 
|  openssl-devel  |  3.2.2-1.amzn2023.0.4  |  3.2.2-1.amzn2023.0.5  | 
|  openssl-fips-provider-latest  |  3.2.2-1.amzn2023.0.4  |  3.2.2-1.amzn2023.0.5  | 
|  openssl-libs  |  3.2.2-1.amzn2023.0.4  |  3.2.2-1.amzn2023.0.5  | 
|  protobuf  |  3.19.6-1.amzn2023.0.1  |  3.19.6-1.amzn2023.0.3  | 
|  protobuf-compiler  |  3.19.6-1.amzn2023.0.1  |  3.19.6-1.amzn2023.0.3  | 
|  protobuf-devel  |  3.19.6-1.amzn2023.0.1  |  3.19.6-1.amzn2023.0.3  | 
|  publicsuffix-list  |  20240212-61.amzn2023  |  20260116-1.amzn2023.0.1  | 
|  publicsuffix-list-dafsa  |  20240212-61.amzn2023  |  20260116-1.amzn2023.0.1  | 
|  pyarrow  |  22.0.0  |  23.0.1  | 
|  pybind11  |  3.0.1  |  3.0.2  | 
|  python3-awscrt  |  0.29.1-1.amzn2023.0.1  |  0.31.1-1.amzn2023.0.1  | 
|  python3.12  |  3.12.12-2.amzn2023.0.3  |  3.12.12-2.amzn2023.0.4  | 
|  python3.12-devel  |  3.12.12-2.amzn2023.0.3  |  3.12.12-2.amzn2023.0.4  | 
|  python3.12-libs  |  3.12.12-2.amzn2023.0.3  |  3.12.12-2.amzn2023.0.4  | 
|  regex  |  2026.1.15  |  2026.2.19  | 
|  runc  |  1.3.4-1.amzn2023.0.1  |  1.3.4-1.amzn2023.0.2  | 
|  rust-toolset-srpm-macros  |  1.92.0-1.amzn2023.0.1  |  1.93.0-1.amzn2023.0.1  | 
|  system-release  |  2023.10.20260202-0.amzn2023  |  2023.10.20260216-0.amzn2023  | 
|  typer  |  0.23.1  |  0.24.0  | 
|  uvicorn  |  0.40.0  |  0.41.0  | 
|  zlib  |  1.2.11-33.amzn2023.0.5  |  1.2.11-33.amzn2023.0.6  | 
|  zlib-devel  |  1.2.11-33.amzn2023.0.5  |  1.2.11-33.amzn2023.0.6  | 

##### Removed Packages


No packages were removed in this release.

# Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Amazon Linux 2023) 20260128
Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Amazon Linux 2023) 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  |  Amazon Linux 2023.10.20260120  | 
|  compute\$1architecture  |  x86\$164  | 
|  kernel\$1version  |  6.1.159-182.297.amzn2023.x86\$164  | 
|  framework\$1version  |  2.9  | 
|  python\$1location  |  /opt/pytorch/bin/python  | 
|  nvidia\$1driver  |  580.126.09  | 
|  gdr\$1copy  |  2.5.1  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.2  | 
|  efa\$1version  |  1.44.0  | 
|  ofi\$1nccl\$1version  |  1.17.1  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.3572.0  | 

##### 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



|  | 
| --- |
|  kernel-livepatch-6.1.159-182.297-1.0-0.amzn2023  | 

##### Updated Packages



| Package Name | Previous Version | New Version | 
| --- | --- | --- | 
|  amazon-linux-repo-s3  |  2023.10.20260105-0.amzn2023  |  2023.10.20260120-0.amzn2023  | 
|  awscli  |  1.44.22  |  1.44.26  | 
|  boto3  |  1.42.32  |  1.42.36  | 
|  botocore  |  1.42.32  |  1.42.36  | 
|  cmake  |  3.22.2-1.amzn2023.0.4  |  3.22.2-1.amzn2023.0.5  | 
|  cmake-data  |  3.22.2-1.amzn2023.0.4  |  3.22.2-1.amzn2023.0.5  | 
|  cmake-filesystem  |  3.22.2-1.amzn2023.0.4  |  3.22.2-1.amzn2023.0.5  | 
|  cmake-rpm-macros  |  3.22.2-1.amzn2023.0.4  |  3.22.2-1.amzn2023.0.5  | 
|  containerd  |  2.1.5-1.amzn2023.0.3  |  2.1.5-1.amzn2023.0.4  | 
|  cryptography  |  46.0.3  |  46.0.4  | 
|  dnf-plugin-release-notification  |  1.2-1.amzn2023.0.2  |  1.3-1.amzn2023.0.1  | 
|  ec2-hibinit-agent  |  1.0.10-0.amzn2023  |  1.0.10-1.amzn2023  | 
|  einops  |  0.8.1  |  0.8.2  | 
|  gnupg2  |  2.3.7-1.amzn2023.0.5  |  2.3.7-1.amzn2023.0.6  | 
|  gnupg2-smime  |  2.3.7-1.amzn2023.0.5  |  2.3.7-1.amzn2023.0.6  | 
|  highway  |  1.2.0-30.amzn2023.0.1  |  1.2.0-31.amzn2023.0.2  | 
|  jupyterlab  |  4.5.2  |  4.5.3  | 
|  kernel  |  6.1.159-181.297.amzn2023  |  6.1.159-182.297.amzn2023  | 
|  kernel-devel  |  6.1.159-181.297.amzn2023  |  6.1.159-182.297.amzn2023  | 
|  kernel-headers  |  6.1.159-181.297.amzn2023  |  6.1.159-182.297.amzn2023  | 
|  kernel-libbpf  |  6.1.159-181.297.amzn2023  |  6.1.159-182.297.amzn2023  | 
|  kernel-livepatch-repo-s3  |  2023.10.20260105-0.amzn2023  |  2023.10.20260120-0.amzn2023  | 
|  kernel-modules-extra  |  6.1.159-181.297.amzn2023  |  6.1.159-182.297.amzn2023  | 
|  kernel-modules-extra-common  |  6.1.159-181.297.amzn2023  |  6.1.159-182.297.amzn2023  | 
|  kernel-tools  |  6.1.159-181.297.amzn2023  |  6.1.159-182.297.amzn2023  | 
|  libnvidia-container-tools  |  1.18.1-1  |  1.18.2-1  | 
|  libnvidia-container1  |  1.18.1-1  |  1.18.2-1  | 
|  libxml2  |  2.10.4-1.amzn2023.0.13  |  2.10.4-1.amzn2023.0.15  | 
|  libxml2-devel  |  2.10.4-1.amzn2023.0.13  |  2.10.4-1.amzn2023.0.15  | 
|  marshmallow  |  4.2.0  |  4.2.1  | 
|  nvidia-container-toolkit  |  1.18.1-1  |  1.18.2-1  | 
|  nvidia-container-toolkit-base  |  1.18.1-1  |  1.18.2-1  | 
|  openexr-libs  |  3.1.5-1.amzn2023.0.5  |  3.1.5-1.amzn2023.0.6  | 
|  packaging  |  24.2  |  26.0  | 
|  python3-pip-wheel  |  21.3.1-2.amzn2023.0.14  |  21.3.1-2.amzn2023.0.15  | 
|  python3.12-pip  |  23.2.1-4.amzn2023.0.5  |  23.2.1-4.amzn2023.0.6  | 
|  python3.12-pip-wheel  |  23.2.1-4.amzn2023.0.5  |  23.2.1-4.amzn2023.0.6  | 
|  rich  |  14.2.0  |  14.3.1  | 
|  sagemaker-core  |  1.0.74  |  1.0.75  | 
|  setuptools  |  80.10.1  |  80.10.2  | 
|  system-release  |  2023.10.20260105-0.amzn2023  |  2023.10.20260120-0.amzn2023  | 
|  tzdata  |  2025b-1.amzn2023.0.1  |  2025c-1.amzn2023.0.1  | 
|  wcwidth  |  0.3.0  |  0.5.0  | 
|  wheel  |  0.45.1  |  0.46.3  | 

##### Removed Packages



| Package Name | 
| --- | 
|  kernel-livepatch-6.1.159-181.297  | 

# Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Amazon Linux 2023) 20260122
Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Amazon Linux 2023) 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  |  Amazon Linux 2023.10.20260105  | 
|  compute\$1architecture  |  x86\$164  | 
|  kernel\$1version  |  6.1.159-181.297.amzn2023.x86\$164  | 
|  framework\$1version  |  2.9  | 
|  python\$1location  |  /opt/pytorch/bin/python  | 
|  nvidia\$1driver  |  580.126.09  | 
|  gdr\$1copy  |  2.5.1  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.1  | 
|  efa\$1version  |  1.44.0  | 
|  ofi\$1nccl\$1version  |  1.17.1  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.3572.0  | 

##### 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  | 
|  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  | 
|  more-itertools  |  10.3.0  |  10.8.0  | 
|  nvidia-fabricmanager  |  580.105.08-1  |  580.126.09-1  | 
|  nvidia-ml-py  |  13.590.44  |  13.590.48  | 
|  pandas  |  2.3.3  |  3.0.0  | 
|  pycparser  |  2.23  |  3.0  | 
|  pyparsing  |  3.3.1  |  3.3.2  | 
|  sagemaker  |  2.256.0  |  2.256.1  | 
|  setuptools  |  80.9.0  |  80.10.1  | 
|  tomli  |  2.0.1  |  2.4.0  | 
|  wcwidth  |  0.2.14  |  0.3.0  | 

##### Removed Packages



| Package Name | 
| --- | 
|  inflect  | 
|  jaraco.collections  | 
|  typeguard  | 

# Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Amazon Linux 2023) 20260121
Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Amazon Linux 2023) 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  |  Amazon Linux 2023.10.20260105  | 
|  compute\$1architecture  |  x86\$164  | 
|  kernel\$1version  |  6.1.159-181.297.amzn2023.x86\$164  | 
|  framework\$1version  |  2.9  | 
|  python\$1location  |  /opt/pytorch/bin/python  | 
|  nvidia\$1driver  |  580.105.08  | 
|  gdr\$1copy  |  2.5.1  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.1  | 
|  efa\$1version  |  1.44.0  | 
|  ofi\$1nccl\$1version  |  1.17.1  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.3572.0  | 

##### 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  | 
|  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 OSS Nvidia Driver AMI GPU PyTorch 2.9 (Amazon Linux 2023) 20260117
Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Amazon Linux 2023) 20260117

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  |  Amazon Linux 2023.10.20260105  | 
|  compute\$1architecture  |  x86\$164  | 
|  kernel\$1version  |  6.1.159-181.297.amzn2023.x86\$164  | 
|  framework\$1version  |  2.9  | 
|  python\$1location  |  /opt/pytorch/bin/python  | 
|  nvidia\$1driver  |  580.105.08  | 
|  gdr\$1copy  |  2.5.1  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.1  | 
|  efa\$1version  |  1.44.0  | 
|  ofi\$1nccl\$1version  |  1.17.1  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.3572.0  | 

##### 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



|  | 
| --- |
|  kernel-livepatch-6.1.159-181.297-1.0-0.amzn2023  | 

##### Updated Packages



| Package Name | Previous Version | New Version | 
| --- | --- | --- | 
|  Send2Trash  |  2.0.0  |  2.1.0  | 
|  Werkzeug  |  3.1.4  |  3.1.5  | 
|  amazon-cloudwatch-agent  |  1.300060.1-1.amzn2023  |  1.300062.1-1.amzn2023  | 
|  amazon-linux-repo-s3  |  2023.9.20251208-2.amzn2023  |  2023.10.20260105-0.amzn2023  | 
|  amazon-ssm-agent  |  3.3.3050.0-1.amzn2023  |  3.3.3572.0-1.amzn2023  | 
|  anyio  |  4.12.0  |  4.12.1  | 
|  aws-cfn-bootstrap  |  2.0-37.amzn2023  |  2.0-38.amzn2023  | 
|  awscli  |  1.44.11  |  1.44.20  | 
|  bokeh  |  3.8.1  |  3.8.2  | 
|  boto3  |  1.42.21  |  1.42.30  | 
|  botocore  |  1.42.21  |  1.42.30  | 
|  certifi  |  2025.11.12  |  2026.1.4  | 
|  containerd  |  2.1.5-1.amzn2023.0.1  |  2.1.5-1.amzn2023.0.3  | 
|  cups-filesystem  |  2.4.14-1.amzn2023.0.1  |  2.4.14-1.amzn2023.0.2  | 
|  cups-libs  |  2.4.14-1.amzn2023.0.1  |  2.4.14-1.amzn2023.0.2  | 
|  curl-minimal  |  8.11.1-4.amzn2023.0.3  |  8.15.0-4.amzn2023.0.1  | 
|  dnf-plugin-support-info  |  1.9-1.amzn2023  |  1.10-1.amzn2023  | 
|  dnf-plugins-core  |  4.3.0-13.amzn2023.0.5  |  4.3.0-13.amzn2023.0.6  | 
|  dnf-utils  |  4.3.0-13.amzn2023.0.5  |  4.3.0-13.amzn2023.0.6  | 
|  docker  |  25.0.13-1.amzn2023.0.2  |  25.0.14-1.amzn2023.0.1  | 
|  dracut  |  102-3.amzn2023.0.1  |  102-3.amzn2023.0.2  | 
|  dracut-config-generic  |  102-3.amzn2023.0.1  |  102-3.amzn2023.0.2  | 
|  filelock  |  3.20.2  |  3.20.3  | 
|  fsspec  |  2025.12.0  |  2026.1.0  | 
|  glib2  |  2.82.2-767.amzn2023  |  2.82.2-769.amzn2023  | 
|  grub2-common  |  2.06-61.amzn2023.0.20  |  2.06-61.amzn2023.0.21  | 
|  grub2-efi-x64-ec2  |  2.06-61.amzn2023.0.20  |  2.06-61.amzn2023.0.21  | 
|  grub2-pc-modules  |  2.06-61.amzn2023.0.20  |  2.06-61.amzn2023.0.21  | 
|  grub2-tools  |  2.06-61.amzn2023.0.20  |  2.06-61.amzn2023.0.21  | 
|  grub2-tools-minimal  |  2.06-61.amzn2023.0.20  |  2.06-61.amzn2023.0.21  | 
|  inspectorssmplugin  |  1.0.431-1  |  1.0.434-1  | 
|  ipython  |  9.8.0  |  9.9.0  | 
|  jsonschema  |  4.25.1  |  4.26.0  | 
|  jupyter\$1server\$1terminals  |  0.5.3  |  0.5.4  | 
|  jupyterlab  |  4.5.1  |  4.5.2  | 
|  kernel  |  6.1.158-180.294.amzn2023  |  6.1.159-181.297.amzn2023  | 
|  kernel-devel  |  6.1.158-180.294.amzn2023  |  6.1.159-181.297.amzn2023  | 
|  kernel-headers  |  6.1.158-180.294.amzn2023  |  6.1.159-181.297.amzn2023  | 
|  kernel-libbpf  |  6.1.158-180.294.amzn2023  |  6.1.159-181.297.amzn2023  | 
|  kernel-livepatch-repo-s3  |  2023.9.20251208-2.amzn2023  |  2023.10.20260105-0.amzn2023  | 
|  kernel-modules-extra  |  6.1.158-180.294.amzn2023  |  6.1.159-181.297.amzn2023  | 
|  kernel-modules-extra-common  |  6.1.158-180.294.amzn2023  |  6.1.159-181.297.amzn2023  | 
|  kernel-tools  |  6.1.158-180.294.amzn2023  |  6.1.159-181.297.amzn2023  | 
|  libcap  |  2.73-1.amzn2023.0.4  |  2.73-1.amzn2023.0.5  | 
|  libcurl-devel  |  8.11.1-4.amzn2023.0.3  |  8.15.0-4.amzn2023.0.1  | 
|  libcurl-minimal  |  8.11.1-4.amzn2023.0.3  |  8.15.0-4.amzn2023.0.1  | 
|  libeconf  |  0.4.0-1.amzn2023.0.3  |  0.7.9-1.amzn2023.0.1  | 
|  libpciaccess  |  0.16-4.amzn2023.0.2  |  0.16-4.amzn2023.0.3  | 
|  libpng  |  1.6.37-10.amzn2023.0.7  |  1.6.37-10.amzn2023.0.8  | 
|  marshmallow  |  4.1.2  |  4.2.0  | 
|  narwhals  |  2.14.0  |  2.15.0  | 
|  nvidia-nvml-dev  |  13.1.68  |  13.1.115  | 
|  nvlsm  |  2025.06.10-1  |  2025.06.11-1  | 
|  openssl  |  3.2.2-1.amzn2023.0.2  |  3.2.2-1.amzn2023.0.3  | 
|  openssl-devel  |  3.2.2-1.amzn2023.0.2  |  3.2.2-1.amzn2023.0.3  | 
|  openssl-fips-provider-latest  |  3.2.2-1.amzn2023.0.2  |  3.2.2-1.amzn2023.0.3  | 
|  openssl-libs  |  3.2.2-1.amzn2023.0.2  |  3.2.2-1.amzn2023.0.3  | 
|  pam  |  1.5.1-8.amzn2023.0.7  |  1.5.1-8.amzn2023.0.8  | 
|  platformdirs  |  4.2.2  |  4.5.1  | 
|  prometheus\$1client  |  0.23.1  |  0.24.1  | 
|  pyasn1  |  0.6.1  |  0.6.2  | 
|  python3  |  3.9.25-1.amzn2023.0.1  |  3.9.25-1.amzn2023.0.3  | 
|  python3-awscrt  |  0.28.4-1.amzn2023.0.1  |  0.29.1-1.amzn2023.0.1  | 
|  python3-dnf-plugin-versionlock  |  4.3.0-13.amzn2023.0.5  |  4.3.0-13.amzn2023.0.6  | 
|  python3-dnf-plugins-core  |  4.3.0-13.amzn2023.0.5  |  4.3.0-13.amzn2023.0.6  | 
|  python3-libs  |  3.9.25-1.amzn2023.0.1  |  3.9.25-1.amzn2023.0.3  | 
|  python3.12  |  3.12.12-2.amzn2023.0.2  |  3.12.12-2.amzn2023.0.3  | 
|  python3.12-devel  |  3.12.12-2.amzn2023.0.2  |  3.12.12-2.amzn2023.0.3  | 
|  python3.12-libs  |  3.12.12-2.amzn2023.0.2  |  3.12.12-2.amzn2023.0.3  | 
|  regex  |  2025.11.3  |  2026.1.15  | 
|  rng-tools  |  6.14-1.git.56626083.amzn2023.0.3  |  6.17-1.amzn2023.0.1  | 
|  runc  |  1.3.3-2.amzn2023.0.1  |  1.3.4-1.amzn2023.0.1  | 
|  rust-toolset-srpm-macros  |  1.91.0-1.amzn2023.0.1  |  1.92.0-1.amzn2023.0.1  | 
|  sagemaker  |  2.255.0  |  2.256.0  | 
|  sagemaker-core  |  1.0.72  |  1.0.73  | 
|  scipy  |  1.16.3  |  1.17.0  | 
|  strace  |  6.8-1.amzn2023.0.1  |  6.12-1.amzn2023.0.1  | 
|  system-release  |  2023.9.20251208-2.amzn2023  |  2023.10.20260105-0.amzn2023  | 
|  systemd  |  252.23-10.amzn2023  |  252.23-11.amzn2023  | 
|  systemd-devel  |  252.23-10.amzn2023  |  252.23-11.amzn2023  | 
|  systemd-libs  |  252.23-10.amzn2023  |  252.23-11.amzn2023  | 
|  systemd-networkd  |  252.23-10.amzn2023  |  252.23-11.amzn2023  | 
|  systemd-pam  |  252.23-10.amzn2023  |  252.23-11.amzn2023  | 
|  systemd-resolved  |  252.23-10.amzn2023  |  252.23-11.amzn2023  | 
|  systemd-rpm-macros  |  252.23-10.amzn2023  |  252.23-11.amzn2023  | 
|  systemd-udev  |  252.23-10.amzn2023  |  252.23-11.amzn2023  | 
|  tomlkit  |  0.13.3  |  0.14.0  | 
|  typer  |  0.21.0  |  0.21.1  | 
|  typing\$1extensions  |  4.15.0  |  4.12.2  | 
|  urllib3  |  2.6.2  |  2.6.3  | 

##### Removed Packages



| Package Name | 
| --- | 
|  kernel-livepatch-6.1.158-180.294  | 

# Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Amazon Linux 2023) 20260103
Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Amazon Linux 2023) 20260103

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  |  Amazon Linux 2023.9.20251208  | 
|  compute\$1architecture  |  x86\$164  | 
|  kernel\$1version  |  6.1.158-180.294.amzn2023.x86\$164  | 
|  framework\$1version  |  2.9  | 
|  python\$1location  |  /opt/pytorch/bin/python  | 
|  nvidia\$1driver  |  580.105.08  | 
|  gdr\$1copy  |  2.5.1  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.1  | 
|  efa\$1version  |  1.44.0  | 
|  ofi\$1nccl\$1version  |  1.17.1  | 
|  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 | 
| --- | --- | --- | 
|  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  | 
|  fastapi  |  0.127.1  |  0.128.0  | 
|  filelock  |  3.20.1  |  3.20.2  | 
|  inspectorssmplugin  |  1.0.430-1  |  1.0.431-1  | 
|  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  | 
|  zipp  |  3.19.2  |  3.23.0  | 

##### Removed Packages



| Package Name | 
| --- | 
|  ruamel.yaml.clib  | 

# Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Amazon Linux 2023) 20251227
Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Amazon Linux 2023) 20251227

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  |  Amazon Linux 2023.9.20251208  | 
|  compute\$1architecture  |  x86\$164  | 
|  kernel\$1version  |  6.1.158-180.294.amzn2023.x86\$164  | 
|  framework\$1version  |  2.9  | 
|  python\$1location  |  /opt/pytorch/bin/python  | 
|  nvidia\$1driver  |  580.105.08  | 
|  gdr\$1copy  |  2.5.1  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.1  | 
|  efa\$1version  |  1.44.0  | 
|  ofi\$1nccl\$1version  |  1.17.1  | 
|  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 | 
| --- | --- | --- | 
|  awscli  |  1.44.2  |  1.44.7  | 
|  boto3  |  1.42.12  |  1.42.17  | 
|  botocore  |  1.42.12  |  1.42.17  | 
|  fastapi  |  0.125.0  |  0.127.1  | 
|  gymnasium  |  1.2.2  |  1.2.3  | 
|  inspectorssmplugin  |  1.0.429-1  |  1.0.430-1  | 
|  marshmallow  |  4.1.1  |  4.1.2  | 
|  mistune  |  3.1.4  |  3.2.0  | 
|  nbclient  |  0.10.2  |  0.10.4  | 
|  psutil  |  7.1.3  |  7.2.0  | 
|  pyparsing  |  3.2.5  |  3.3.1  | 
|  sagemaker-core  |  1.0.71  |  1.0.72  | 
|  soupsieve  |  2.8  |  2.8.1  | 
|  typer  |  0.20.0  |  0.21.0  | 
|  typing\$1extensions  |  4.15.0  |  4.12.2  | 
|  uvicorn  |  0.38.0  |  0.40.0  | 
|  zipp  |  3.23.0  |  3.19.2  | 

##### Removed Packages


No packages were removed in this release.

# Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Amazon Linux 2023) 20251124
Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Amazon Linux 2023) 20251124

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  |  Amazon Linux 2023.9.20251117  | 
|  compute\$1architecture  |  x86\$164  | 
|  kernel\$1version  |  6.1.158-178.288.amzn2023.x86\$164  | 
|  framework\$1version  |  2.9  | 
|  python\$1location  |  /opt/pytorch/bin/python  | 
|  nvidia\$1driver  |  580.95.05  | 
|  gdr\$1copy  |  2.5.1  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.0  | 
|  efa\$1version  |  1.44.0  | 
|  ofi\$1nccl\$1version  |  1.17.1  | 
|  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


No packages were updated in this release.

##### Removed Packages


No packages were removed in this release.