# AWS Deep Learning OSS AMI GPU PyTorch 2.9 (Ubuntu 24.04)
<a name="aws-deep-learning-x86-gpu-pytorch-2.9-ubuntu-24-04"></a>

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

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

##### Notices
<a name="notices-x86-gpu-pytorch-2.9-ubuntu-24-04"></a>
+  Starting with PyTorch 2.9, CUDA and related libraries are now located within the Pytorch virtual environment found in `/opt/pytorch/cuda` instead of being installed at the system level. This change reduces the image size while maintaining full CUDA functionality. Please ensure that the PyTorch virtual environment is activated to utilize CUDA using `source /opt/pytorch/bin/activate` 

##### AMI Name Format
<a name="name-x86-gpu-pytorch-2.9-ubuntu-24-04"></a>
+ Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Ubuntu 24.04) \$1\$1YYYY-MM-DD\$1

##### SSM Parameter Query
<a name="ssm-param-x86-gpu-pytorch-2.9-ubuntu-24-04"></a>

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

```
aws ssm get-parameter --region us-east-1 \
    --name /aws/service/deeplearning/ami/x86_64/oss-nvidia-driver-gpu-pytorch-2.9-ubuntu-24.04/latest/ami-id \
    --query "Parameter.Value" \
    --output text
```

##### AWSCLI Query
<a name="awscli-x86-gpu-pytorch-2.9-ubuntu-24-04"></a>

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

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

##### Latest Releases
<a name="latest-release-x86-gpu-pytorch-2.9-ubuntu-24-04"></a>

**Topics**
+ [Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Ubuntu 24.04) 20260321](aws-deep-learning-ami-gpupt29oss-ul2404-2026-03-24.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Ubuntu 24.04) 20260317](aws-deep-learning-ami-gpupt29oss-ul2404-2026-03-20.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Ubuntu 24.04) 20260307](aws-deep-learning-ami-gpupt29oss-ul2404-2026-03-12.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Ubuntu 24.04) 20260226](aws-deep-learning-ami-gpupt29oss-ul2404-2026-02-27.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Ubuntu 24.04) 20260122](aws-deep-learning-ami-gpupt29oss-ul2404-2026-01-23.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Ubuntu 24.04) 20260121](aws-deep-learning-ami-gpupt29oss-ul2404-2026-01-21.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Ubuntu 24.04) 20260117](aws-deep-learning-ami-gpupt29oss-ul2404-2026-01-20.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Ubuntu 24.04) 20260103](aws-deep-learning-ami-gpupt29oss-ul2404-2026-01-08.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Ubuntu 24.04) 20251227](aws-deep-learning-ami-gpupt29oss-ul2404-2025-12-31.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Ubuntu 24.04) 20251125](aws-deep-learning-ami-gpupt29oss-ul2404-2025-12-10.md)

# Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Ubuntu 24.04) 20260321
<a name="aws-deep-learning-ami-gpupt29oss-ul2404-2026-03-24"></a>

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

##### Major Package Versions
<a name="major-package-versions-gpupt29oss-ul2404-2026-03-24"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G4dn, G5, G6, Gr6, G6e, P4, P4de, P5, P5e, P5en, P6-B200  | 
|  operating\$1system  |  Ubuntu 24.04.4 LTS  | 
|  compute\$1architecture  |  x86\$164  | 
|  kernel\$1version  |  6.17.0-1009-aws  | 
|  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  | 
|  nvme\$1location  |  /opt/dlami/nvme  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.3050.0  | 

##### Package Changes from Previous Release
<a name="release-notes-gpupt29oss-ul2404-2026-03-24"></a>

**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
<a name="added-package-info-gpupt29oss-ul2404-2026-03-24"></a>


|  | 
| --- |
|  prettytable-3.17.0  | 

##### Updated Packages
<a name="updated-package-info-gpupt29oss-ul2404-2026-03-24"></a>


| 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-common  |  2.42-4ubuntu2.8  |  2.42-4ubuntu2.10  | 
|  binutils-x86-64-linux-gnu  |  2.42-4ubuntu2.8  |  2.42-4ubuntu2.10  | 
|  boto3  |  1.42.70  |  1.42.73  | 
|  botocore  |  1.42.70  |  1.42.73  | 
|  coreutils  |  9.4-3ubuntu6.1  |  9.4-3ubuntu6.2  | 
|  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  | 
|  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
<a name="removed-package-info-gpupt29oss-ul2404-2026-03-24"></a>

No packages were removed in this release.

# Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Ubuntu 24.04) 20260317
<a name="aws-deep-learning-ami-gpupt29oss-ul2404-2026-03-20"></a>

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

##### Major Package Versions
<a name="major-package-versions-gpupt29oss-ul2404-2026-03-20"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G4dn, G5, G6, Gr6, G6e, P4, P4de, P5, P5e, P5en, P6-B200  | 
|  operating\$1system  |  Ubuntu 24.04.4 LTS  | 
|  compute\$1architecture  |  x86\$164  | 
|  kernel\$1version  |  6.17.0-1009-aws  | 
|  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  | 
|  nvme\$1location  |  /opt/dlami/nvme  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.3050.0  | 

##### Package Changes from Previous Release
<a name="release-notes-gpupt29oss-ul2404-2026-03-20"></a>

**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
<a name="added-package-info-gpupt29oss-ul2404-2026-03-20"></a>

No packages were added in this release.

##### Updated Packages
<a name="updated-package-info-gpupt29oss-ul2404-2026-03-20"></a>


| 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  | 
|  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
<a name="removed-package-info-gpupt29oss-ul2404-2026-03-20"></a>


| Package Name | 
| --- | 
|  prettytable  | 

# Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Ubuntu 24.04) 20260307
<a name="aws-deep-learning-ami-gpupt29oss-ul2404-2026-03-12"></a>

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

##### Major Package Versions
<a name="major-package-versions-gpupt29oss-ul2404-2026-03-12"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G4dn, G5, G6, Gr6, G6e, P4, P4de, P5, P5e, P5en, P6-B200  | 
|  operating\$1system  |  Ubuntu 24.04.4 LTS  | 
|  compute\$1architecture  |  x86\$164  | 
|  kernel\$1version  |  6.17.0-1007-aws  | 
|  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  | 
|  nvme\$1location  |  /opt/dlami/nvme  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.3050.0  | 

##### Package Changes from Previous Release
<a name="release-notes-gpupt29oss-ul2404-2026-03-12"></a>

**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
<a name="added-package-info-gpupt29oss-ul2404-2026-03-12"></a>

No packages were added in this release.

##### Updated Packages
<a name="updated-package-info-gpupt29oss-ul2404-2026-03-12"></a>


| 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  | 
|  intel-microcode  |  3.20250812.0ubuntu0.24.04.1  |  3.20260210.0ubuntu0.24.04.1  | 
|  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  |  4.9.2  |  4.4.0  | 
|  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
<a name="removed-package-info-gpupt29oss-ul2404-2026-03-12"></a>

No packages were removed in this release.

# Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Ubuntu 24.04) 20260226
<a name="aws-deep-learning-ami-gpupt29oss-ul2404-2026-02-27"></a>

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

##### Major Package Versions
<a name="major-package-versions-gpupt29oss-ul2404-2026-02-27"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G4dn, G5, G6, Gr6, G6e, P4, P4de, P5, P5e, P5en, P6-B200  | 
|  operating\$1system  |  Ubuntu 24.04.4 LTS  | 
|  compute\$1architecture  |  x86\$164  | 
|  kernel\$1version  |  6.17.0-1007-aws  | 
|  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  | 
|  nvme\$1location  |  /opt/dlami/nvme  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.3050.0  | 

##### Package Changes from Previous Release
<a name="release-notes-gpupt29oss-ul2404-2026-02-27"></a>

**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
<a name="added-package-info-gpupt29oss-ul2404-2026-02-27"></a>


|  | 
| --- |
|  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-modules-extra-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
<a name="updated-package-info-gpupt29oss-ul2404-2026-02-27"></a>


| Package Name | Previous Version | New Version | 
| --- | --- | --- | 
|  Authlib  |  1.6.7  |  1.6.8  | 
|  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  |  1.44.39  |  1.44.47  | 
|  boto3  |  1.42.49  |  1.42.57  | 
|  botocore  |  1.42.49  |  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  | 
|  cpp-13  |  13.3.0-6ubuntu2\$124.04  |  13.3.0-6ubuntu2\$124.04.1  | 
|  cpp-13-x86-64-linux-gnu  |  13.3.0-6ubuntu2\$124.04  |  13.3.0-6ubuntu2\$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  |  3.23.0  |  3.24.3  | 
|  g\$1\$1-13  |  13.3.0-6ubuntu2\$124.04  |  13.3.0-6ubuntu2\$124.04.1  | 
|  g\$1\$1-13-x86-64-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-13-x86-64-linux-gnu  |  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  | 
|  geventhttpclient  |  2.3.7  |  2.3.8  | 
|  gfortran-13  |  13.3.0-6ubuntu2\$124.04  |  13.3.0-6ubuntu2\$124.04.1  | 
|  gfortran-13-x86-64-linux-gnu  |  13.3.0-6ubuntu2\$124.04  |  13.3.0-6ubuntu2\$124.04.1  | 
|  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  | 
|  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  | 
|  libcc1-0  |  14.2.0-4ubuntu2\$124.04  |  14.2.0-4ubuntu2\$124.04.1  | 
|  libcurl3t64-gnutls  |  8.5.0-2ubuntu10.6  |  8.5.0-2ubuntu10.7  | 
|  libcurl4t64  |  8.5.0-2ubuntu10.6  |  8.5.0-2ubuntu10.7  | 
|  libexpat1  |  2.6.1-2ubuntu0.3  |  2.6.1-2ubuntu0.4  | 
|  libexpat1-dev  |  2.6.1-2ubuntu0.3  |  2.6.1-2ubuntu0.4  | 
|  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  | 
|  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  | 
|  liblsan0  |  14.2.0-4ubuntu2\$124.04  |  14.2.0-4ubuntu2\$124.04.1  | 
|  libquadmath0  |  14.2.0-4ubuntu2\$124.04  |  14.2.0-4ubuntu2\$124.04.1  | 
|  libssh-4  |  0.10.6-2ubuntu0.2  |  0.10.6-2ubuntu0.3  | 
|  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-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-modules-extra-aws  |  6.14.0-1018.18\$124.04.1  |  6.17.0-1007.7\$124.04.1  | 
|  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  | 
|  onnx-ir  |  0.1.16  |  0.2.0  | 
|  onnxruntime  |  1.24.1  |  1.24.2  | 
|  packaging  |  25.0  |  26.0  | 
|  platformdirs  |  4.8.0  |  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  |  0.23.1  |  0.24.1  | 
|  uvicorn  |  0.40.0  |  0.41.0  | 
|  wireless-regdb  |  2025.07.10-0ubuntu1\$124.04.1  |  2025.10.07-0ubuntu1\$124.04.1  | 

##### Removed Packages
<a name="removed-package-info-gpupt29oss-ul2404-2026-02-27"></a>


| 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-modules-extra-6.14.0-1018-aws  | 
|  linux-tools-6.14.0-1018-aws  | 
|  lustre-client-modules-6.14.0-1018-aws  | 

# Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Ubuntu 24.04) 20260122
<a name="aws-deep-learning-ami-gpupt29oss-ul2404-2026-01-23"></a>

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

##### Major Package Versions
<a name="major-package-versions-gpupt29oss-ul2404-2026-01-23"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G4dn, G5, G6, Gr6, G6e, P4, P4de, P5, P5e, P5en, P6-B200  | 
|  operating\$1system  |  Ubuntu 24.04.3 LTS  | 
|  compute\$1architecture  |  x86\$164  | 
|  kernel\$1version  |  6.14.0-1018-aws  | 
|  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  | 
|  nvme\$1location  |  /opt/dlami/nvme  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.2299.0  | 

##### Package Changes from Previous Release
<a name="release-notes-gpupt29oss-ul2404-2026-01-23"></a>

**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
<a name="added-package-info-gpupt29oss-ul2404-2026-01-23"></a>

No packages were added in this release.

##### Updated Packages
<a name="updated-package-info-gpupt29oss-ul2404-2026-01-23"></a>


| 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  | 
|  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  | 
|  onnx-ir  |  0.1.14  |  0.1.15  | 
|  packaging  |  24.2  |  25.0  | 
|  pandas  |  2.3.3  |  3.0.0  | 
|  platformdirs  |  4.5.1  |  4.4.0  | 
|  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  | 
|  wheel  |  0.45.1  |  0.46.3  | 
|  zipp  |  3.19.2  |  3.23.0  | 

##### Removed Packages
<a name="removed-package-info-gpupt29oss-ul2404-2026-01-23"></a>


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

# Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Ubuntu 24.04) 20260121
<a name="aws-deep-learning-ami-gpupt29oss-ul2404-2026-01-21"></a>

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

##### Major Package Versions
<a name="major-package-versions-gpupt29oss-ul2404-2026-01-21"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G4dn, G5, G6, Gr6, G6e, P4, P4de, P5, P5e, P5en, P6-B200  | 
|  operating\$1system  |  Ubuntu 24.04.3 LTS  | 
|  compute\$1architecture  |  x86\$164  | 
|  kernel\$1version  |  6.14.0-1018-aws  | 
|  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  | 
|  nvme\$1location  |  /opt/dlami/nvme  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.2299.0  | 

##### Package Changes from Previous Release
<a name="release-notes-gpupt29oss-ul2404-2026-01-21"></a>

**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
<a name="added-package-info-gpupt29oss-ul2404-2026-01-21"></a>

No packages were added in this release.

##### Updated Packages
<a name="updated-package-info-gpupt29oss-ul2404-2026-01-21"></a>


| 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-21-amazon-corretto-jdk  |  21.0.9.11-1  |  21.0.10.7-1  | 
|  kpartx  |  0.9.4-5ubuntu8  |  0.9.4-5ubuntu8.1  | 
|  multiprocess  |  0.70.18  |  0.70.19  | 
|  pathos  |  0.3.4  |  0.3.5  | 
|  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  | 
|  zipp  |  3.19.2  |  3.23.0  | 

##### Removed Packages
<a name="removed-package-info-gpupt29oss-ul2404-2026-01-21"></a>

No packages were removed in this release.

# Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Ubuntu 24.04) 20260117
<a name="aws-deep-learning-ami-gpupt29oss-ul2404-2026-01-20"></a>

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

##### Major Package Versions
<a name="major-package-versions-gpupt29oss-ul2404-2026-01-20"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G4dn, G5, G6, Gr6, G6e, P4, P4de, P5, P5e, P5en, P6-B200  | 
|  operating\$1system  |  Ubuntu 24.04.3 LTS  | 
|  compute\$1architecture  |  x86\$164  | 
|  kernel\$1version  |  6.14.0-1018-aws  | 
|  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  | 
|  nvme\$1location  |  /opt/dlami/nvme  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.2299.0  | 

##### Package Changes from Previous Release
<a name="release-notes-gpupt29oss-ul2404-2026-01-20"></a>

**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
<a name="added-package-info-gpupt29oss-ul2404-2026-01-20"></a>

No packages were added in this release.

##### Updated Packages
<a name="updated-package-info-gpupt29oss-ul2404-2026-01-20"></a>


| Package Name | Previous Version | New Version | 
| --- | --- | --- | 
|  Send2Trash  |  2.0.0  |  2.1.0  | 
|  Werkzeug  |  3.1.4  |  3.1.5  | 
|  amazon-cloudwatch-agent  |  1.300062.0b1304-1  |  1.300063.0b1323-1  | 
|  anyio  |  4.12.0  |  4.12.1  | 
|  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  | 
|  dirmngr  |  2.4.4-2ubuntu17.3  |  2.4.4-2ubuntu17.4  | 
|  docker-ce-cli  |  29.1.3-1\$1ubuntu.24.04\$1noble  |  29.1.5-1\$1ubuntu.24.04\$1noble  | 
|  docker-ce-rootless-extras  |  29.1.3-1\$1ubuntu.24.04\$1noble  |  29.1.5-1\$1ubuntu.24.04\$1noble  | 
|  filelock  |  3.20.2  |  3.20.3  | 
|  fsspec  |  2025.12.0  |  2026.1.0  | 
|  gir1.2-glib-2.0  |  2.80.0-6ubuntu3.5  |  2.80.0-6ubuntu3.6  | 
|  gnupg  |  2.4.4-2ubuntu17.3  |  2.4.4-2ubuntu17.4  | 
|  gnupg-l10n  |  2.4.4-2ubuntu17.3  |  2.4.4-2ubuntu17.4  | 
|  gnupg-utils  |  2.4.4-2ubuntu17.3  |  2.4.4-2ubuntu17.4  | 
|  gpg  |  2.4.4-2ubuntu17.3  |  2.4.4-2ubuntu17.4  | 
|  gpg-agent  |  2.4.4-2ubuntu17.3  |  2.4.4-2ubuntu17.4  | 
|  gpg-wks-client  |  2.4.4-2ubuntu17.3  |  2.4.4-2ubuntu17.4  | 
|  gpgconf  |  2.4.4-2ubuntu17.3  |  2.4.4-2ubuntu17.4  | 
|  gpgsm  |  2.4.4-2ubuntu17.3  |  2.4.4-2ubuntu17.4  | 
|  gpgv  |  2.4.4-2ubuntu17.3  |  2.4.4-2ubuntu17.4  | 
|  inspectorssmplugin  |  1.0.431  |  1.0.434  | 
|  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  | 
|  keyboxd  |  2.4.4-2ubuntu17.3  |  2.4.4-2ubuntu17.4  | 
|  klibc-utils  |  2.0.13-4ubuntu0.1  |  2.0.13-4ubuntu0.2  | 
|  libgirepository-2.0-0  |  2.80.0-6ubuntu3.5  |  2.80.0-6ubuntu3.6  | 
|  libglib2.0-0t64  |  2.80.0-6ubuntu3.5  |  2.80.0-6ubuntu3.6  | 
|  libglib2.0-bin  |  2.80.0-6ubuntu3.5  |  2.80.0-6ubuntu3.6  | 
|  libglib2.0-data  |  2.80.0-6ubuntu3.5  |  2.80.0-6ubuntu3.6  | 
|  libglib2.0-dev  |  2.80.0-6ubuntu3.5  |  2.80.0-6ubuntu3.6  | 
|  libglib2.0-dev-bin  |  2.80.0-6ubuntu3.5  |  2.80.0-6ubuntu3.6  | 
|  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  | 
|  libnetsnmptrapd40t64  |  5.9.4\$1dfsg-1.1ubuntu3.1  |  5.9.4\$1dfsg-1.1ubuntu3.2  | 
|  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  | 
|  libsnmp-base  |  5.9.4\$1dfsg-1.1ubuntu3.1  |  5.9.4\$1dfsg-1.1ubuntu3.2  | 
|  libsnmp-dev  |  5.9.4\$1dfsg-1.1ubuntu3.1  |  5.9.4\$1dfsg-1.1ubuntu3.2  | 
|  libsnmp-perl  |  5.9.4\$1dfsg-1.1ubuntu3.1  |  5.9.4\$1dfsg-1.1ubuntu3.2  | 
|  libsnmp40t64  |  5.9.4\$1dfsg-1.1ubuntu3.1  |  5.9.4\$1dfsg-1.1ubuntu3.2  | 
|  libsodium23  |  1.0.18-1build3  |  1.0.18-1ubuntu0.24.04.1  | 
|  libtasn1-6  |  4.19.0-3ubuntu0.24.04.1  |  4.19.0-3ubuntu0.24.04.2  | 
|  libxslt1.1  |  1.1.39-0exp1ubuntu0.24.04.2  |  1.1.39-0exp1ubuntu0.24.04.3  | 
|  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  | 
|  onnx  |  1.20.0  |  1.20.1  | 
|  onnx-ir  |  0.1.13  |  0.1.14  | 
|  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  |  2.255.0  |  2.256.0  | 
|  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  | 
|  typer  |  0.21.0  |  0.21.1  | 
|  urllib3  |  2.6.2  |  2.6.3  | 
|  zipp  |  3.23.0  |  3.19.2  | 

##### Removed Packages
<a name="removed-package-info-gpupt29oss-ul2404-2026-01-20"></a>

No packages were removed in this release.

# Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Ubuntu 24.04) 20260103
<a name="aws-deep-learning-ami-gpupt29oss-ul2404-2026-01-08"></a>

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

##### Major Package Versions
<a name="major-package-versions-gpupt29oss-ul2404-2026-01-08"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G4dn, G5, G6, Gr6, G6e, P4, P4de, P5, P5e, P5en, P6-B200  | 
|  operating\$1system  |  Ubuntu 24.04.3 LTS  | 
|  compute\$1architecture  |  x86\$164  | 
|  kernel\$1version  |  6.14.0-1018-aws  | 
|  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  | 
|  nvme\$1location  |  /opt/dlami/nvme  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.2299.0  | 

##### Package Changes from Previous Release
<a name="release-notes-gpupt29oss-ul2404-2026-01-08"></a>

**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
<a name="added-package-info-gpupt29oss-ul2404-2026-01-08"></a>

No packages were added in this release.

##### Updated Packages
<a name="updated-package-info-gpupt29oss-ul2404-2026-01-08"></a>


| 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.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  | 
|  platformdirs  |  4.2.2  |  4.5.1  | 
|  psutil  |  7.2.0  |  7.2.1  | 
|  ruamel.yaml  |  0.18.17  |  0.19.1  | 
|  termcolor  |  3.2.0  |  3.3.0  | 

##### Removed Packages
<a name="removed-package-info-gpupt29oss-ul2404-2026-01-08"></a>


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

# Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Ubuntu 24.04) 20251227
<a name="aws-deep-learning-ami-gpupt29oss-ul2404-2025-12-31"></a>

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

##### Major Package Versions
<a name="major-package-versions-gpupt29oss-ul2404-2025-12-31"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G4dn, G5, G6, Gr6, G6e, P4, P4de, P5, P5e, P5en, P6-B200  | 
|  operating\$1system  |  Ubuntu 24.04.3 LTS  | 
|  compute\$1architecture  |  x86\$164  | 
|  kernel\$1version  |  6.14.0-1018-aws  | 
|  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  | 
|  nvme\$1location  |  /opt/dlami/nvme  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.2299.0  | 

##### Package Changes from Previous Release
<a name="release-notes-gpupt29oss-ul2404-2025-12-31"></a>

**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
<a name="added-package-info-gpupt29oss-ul2404-2025-12-31"></a>

No packages were added in this release.

##### Updated Packages
<a name="updated-package-info-gpupt29oss-ul2404-2025-12-31"></a>


| 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  | 
|  platformdirs  |  4.2.2  |  4.5.1  | 
|  psutil  |  7.1.3  |  7.2.0  | 
|  pyparsing  |  3.2.5  |  3.3.1  | 
|  typer  |  0.20.1  |  0.21.0  | 
|  uvicorn  |  0.38.0  |  0.40.0  | 

##### Removed Packages
<a name="removed-package-info-gpupt29oss-ul2404-2025-12-31"></a>

No packages were removed in this release.

# Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.9 (Ubuntu 24.04) 20251125
<a name="aws-deep-learning-ami-gpupt29oss-ul2404-2025-12-10"></a>

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

##### Major Package Versions
<a name="major-package-versions-gpupt29oss-ul2404-2025-12-10"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G4dn, G5, G6, Gr6, G6e, P4, P4de, P5, P5e, P5en, P6-B200  | 
|  operating\$1system  |  Ubuntu 24.04.3 LTS  | 
|  compute\$1architecture  |  x86\$164  | 
|  kernel\$1version  |  6.14.0-1017-aws  | 
|  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  | 
|  nvme\$1location  |  /opt/dlami/nvme  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.2299.0  | 

##### Package Changes from Previous Release
<a name="release-notes-gpupt29oss-ul2404-2025-12-10"></a>

**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
<a name="added-package-info-gpupt29oss-ul2404-2025-12-10"></a>

No packages were added in this release. 

##### Updated Packages
<a name="updated-package-info-gpupt29oss-ul2404-2025-12-10"></a>

No packages were updated in this release.

##### Removed Packages
<a name="removed-package-info-gpupt29oss-ul2404-2025-12-10"></a>

No packages were removed in this release.

##### Archive
<a name="archive-x86-gpu-pytorch-2.9-ubuntu-24-04"></a>

**Topics**