# AWS Deep Learning AMI GPU PyTorch 2.5 (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 2.5.\$1\$1PATCH\$1VERSION\$1 (Ubuntu 22.04) \$1\$1YYYY-MM-DD\$1 #### SSM Parameter Query **Please use the following Public SSM Parameter Query to find the latest DLAMI: ** ``` export SSM_PARAMETER=oss-nvidia-driver-gpu-pytorch-2.5-ubuntu-22.04/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 **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 2.5.? (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 2.5.1 (Ubuntu 22.04) 20251108](aws-deep-learning-ami-gpupt25oss-ul2204-2025-11-10.md) + [Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.5.1 (Ubuntu 22.04) 20251007](aws-deep-learning-ami-gpupt25oss-ul2204-2025-10-14.md) + [Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.5.1 (Ubuntu 22.04) 20250930](aws-deep-learning-ami-gpupt25oss-ul2204-2025-10-02.md) + [Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.5.1 (Ubuntu 22.04) 20250913](aws-deep-learning-ami-gpupt25oss-ul2204-2025-09-30.md) # Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.5.1 (Ubuntu 22.04) 20251108 For help getting started, see [Getting started with DLAMI](getting-started.md). ##### Major Package Versions | Package Name | Version | | --- | --- | | framework\$1version | 2.5.1 | | gdr\$1copy | 2.4.4 | | supported\$1ec2\$1instances | G4dn, G5, G6, Gr6, G6e, P4, P4de, P5, P5e, P5en | | efa\$1version | 1.43.3 | | nvme\$1location | /opt/dlami/nvme | | ebs\$1volume\$1type | gp3 | | nvidia\$1driver | 580.95.05 | | python\$1location | /opt/conda/envs/pytorch/bin/python | | nvidia\$1cuda\$1stack | /usr/local/cuda-12.4 | | 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-12.4/ | | 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 No packages were added in this release. ##### Updated Packages | Package Name | Previous Version | New Version | | --- | --- | --- | | Brotli | 1.1.0 | 1.2.0 | | amazon-cloudwatch-agent | 1.300060.0b1248-1 | 1.300061.0b1289-1 | | awscli | 2.31.22 | 2.31.32 | | awscrt | 0.27.6 | 0.28.4 | | binutils-common | 2.38-4ubuntu2.8 | 2.38-4ubuntu2.10 | | binutils-x86-64-linux-gnu | 2.38-4ubuntu2.8 | 2.38-4ubuntu2.10 | | bokeh | 3.8.0 | 3.8.1 | | boto3 | 1.40.59 | 1.40.69 | | botocore | 1.40.59 | 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 | | docker-compose-plugin | 2.40.2-1\$1ubuntu.22.04\$1jammy | 2.40.3-1\$1ubuntu.22.04\$1jammy | | fastapi | 0.120.0 | 0.121.0 | | fsspec | 2025.9.0 | 2025.10.0 | | graphql-core | 3.2.6 | 3.2.7 | | gymnasium | 1.2.1 | 1.2.2 | | inspectorssmplugin | 1.0.402 | 1.0.411 | | ipykernel | 7.0.1 | 7.1.0 | | ipywidgets | 8.1.7 | 8.1.8 | | jupyterlab\$1widgets | 3.0.15 | 3.0.16 | | lark | 1.3.0 | 1.3.1 | | libbinutils | 2.38-4ubuntu2.8 | 2.38-4ubuntu2.10 | | libctf-nobfd0 | 2.38-4ubuntu2.8 | 2.38-4ubuntu2.10 | | libctf0 | 2.38-4ubuntu2.8 | 2.38-4ubuntu2.10 | | libssh-4 | 0.9.6-2ubuntu0.22.04.4 | 0.9.6-2ubuntu0.22.04.5 | | libxml2 | 2.9.13\$1dfsg-1ubuntu0.9 | 2.9.13\$1dfsg-1ubuntu0.10 | | libxnvctrl0 | 580.95.05-0ubuntu1 | 580.105.08-0ubuntu1 | | linux-libc-dev | 5.15.0-160.170 | 5.15.0-161.171 | | linux-tools-common | 5.15.0-160.170 | 5.15.0-161.171 | | marshmallow | 4.0.1 | 4.1.0 | | narwhals | 2.9.0 | 2.10.2 | | nvlsm | 2025.06.6-1 | 2025.06.10-1 | | pillow | 11.3.0 | 12.0.0 | | psutil | 7.1.1 | 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 | 2.253.1 | 2.254.1 | | sagemaker-core | 1.0.59 | 1.0.64 | | scipy | 1.16.2 | 1.16.3 | | starlette | 0.48.0 | 0.49.3 | | tblib | 3.2.0 | 3.2.1 | | tomli | 2.0.1 | 2.3.0 | | typing\$1extensions | 4.15.0 | 4.12.2 | | unicodedata2 | 16.0.0 | 17.0.0 | | webcolors | 24.11.1 | 25.10.0 | | widgetsnbextension | 4.0.14 | 4.0.15 | | xyzservices | 2025.4.0 | 2025.10.0 | ##### Removed Packages No packages were removed in this release. # Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.5.1 (Ubuntu 22.04) 20251007 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 | 2.5.1 | | gdr\$1copy | 2.4.4 | | supported\$1ec2\$1instances | G4dn, G5, G6, Gr6, G6e, P4, P4de, P5, P5e, P5en | | efa\$1version | 1.43.3 | | nvme\$1location | /opt/dlami/nvme | | ebs\$1volume\$1type | gp3 | | nvidia\$1driver | 580.95.05 | | python\$1location | /opt/conda/envs/pytorch/bin/python | | nvidia\$1cuda\$1stack | /usr/local/cuda-12.4 | | 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-12.4/ | | 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 | | nvidia-fabricmanager-580.95.05-1 | ##### Updated Packages | Package Name | Previous Version | New Version | | --- | --- | --- | | Authlib | 1.6.4 | 1.6.5 | | attrs | 25.3.0 | 25.4.0 | | awscli | 2.31.4 | 2.31.9 | | boto3 | 1.40.41 | 1.40.46 | | botocore | 1.40.41 | 1.40.46 | | certifi | 2025.8.3 | 2025.10.5 | | 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 | 28.5.0-1\$1ubuntu.22.04\$1jammy | | docker-ce-rootless-extras | 28.4.0-1\$1ubuntu.22.04\$1jammy | 28.5.0-1\$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 | | inspectorssmplugin | 1.0.398 | 1.0.399 | | libnccl-ofi | 1.16.2-1 | 1.16.3-1 | | 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 | | narwhals | 2.6.0 | 2.7.0 | | needrestart | 3.5-5ubuntu2.4 | 3.5-5ubuntu2.5 | | nltk | 3.9.1 | 3.9.2 | | nvlsm | 2025.06.5-1 | 2025.06.6-1 | | platformdirs | 4.4.0 | 4.2.2 | | pydantic | 2.11.9 | 2.11.10 | | typing-inspection | 0.4.1 | 0.4.2 | | typing\$1extensions | 4.12.2 | 4.15.0 | | zipp | 3.19.2 | 3.23.0 | ##### 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 2.5.1 (Ubuntu 22.04) 20250930 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 | | operating\$1system | Ubuntu 22.04.5 LTS | | compute\$1architecture | x86\$164 | | kernel\$1version | 6.8.0-1039-aws | | framework\$1version | 2.5.1 | | python\$1location | /opt/conda/envs/pytorch/bin/python | | nvidia\$1driver | 570.172.08 | | default\$1cuda | /usr/local/cuda-12.4/ | | nvidia\$1cuda\$1stack | /usr/local/cuda-12.4 | | gdr\$1copy | 2.4.4 | | 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, 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-6.8.0-1039-6.8.0-1039.41\$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 | | --- | --- | --- | | Authlib | 1.6.3 | 1.6.4 | | MarkupSafe | 3.0.2 | 3.0.3 | | PyYAML | 6.0.2 | 6.0.3 | | anyio | 4.10.0 | 4.11.0 | | awscli | 2.30.1 | 2.31.4 | | beautifulsoup4 | 4.13.5 | 4.14.2 | | boto3 | 1.40.30 | 1.40.41 | | botocore | 1.40.30 | 1.40.41 | | cffi | 1.17.1 | 2.0.0 | | click | 8.2.1 | 8.3.0 | | cloud-init | 25.1.4-0ubuntu0\$122.04.1 | 25.2-0ubuntu1\$122.04.1 | | containerd.io | 1.7.27-1 | 1.7.28-0\$1ubuntu.22.04\$1jammy | | cryptography | 45.0.7 | 46.0.1 | | debugpy | 1.8.16 | 1.8.17 | | dpkg-dev | 1.21.1ubuntu2.3 | 1.21.1ubuntu2.6 | | fastapi | 0.116.1 | 0.118.0 | | fonttools | 4.59.2 | 4.60.1 | | gymnasium | 1.2.0 | 1.2.1 | | inspectorssmplugin | 1.0.395 | 1.0.398 | | jupyterlab | 4.4.7 | 4.4.9 | | landscape-common | 23.02-0ubuntu1\$122.04.4 | 23.02-0ubuntu1\$122.04.6 | | 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 | | libcpanel-json-xs-perl | 4.27-1ubuntu0.1 | 4.27-1ubuntu0.2 | | libcurl3-gnutls | 7.81.0-1ubuntu1.20 | 7.81.0-1ubuntu1.21 | | libcurl4 | 7.81.0-1ubuntu1.20 | 7.81.0-1ubuntu1.21 | | libdpkg-perl | 1.21.1ubuntu2.3 | 1.21.1ubuntu2.6 | | libjson-xs-perl | 4.030-1build3 | 4.040-0ubuntu0.22.04.1 | | libmysqlclient21 | 8.0.43-0ubuntu0.22.04.1 | 8.0.43-0ubuntu0.22.04.2 | | libssl-dev | 3.0.2-0ubuntu1.19 | 3.0.2-0ubuntu1.20 | | libssl3 | 3.0.2-0ubuntu1.19 | 3.0.2-0ubuntu1.20 | | libtiff5 | 4.3.0-6ubuntu0.11 | 4.3.0-6ubuntu0.12 | | 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 | | llvmlite | 0.44.0 | 0.45.0 | | 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 | | narwhals | 2.5.0 | 2.6.0 | | nbclassic | 1.3.2 | 1.3.3 | | numba | 0.61.2 | 0.62.1 | | 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 | | prometheus\$1client | 0.22.1 | 0.23.1 | | psutil | 7.0.0 | 7.1.0 | | 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 | | regex | 2025.9.1 | 2025.9.18 | | safety-schemas | 0.0.14 | 0.0.16 | | sagemaker | 2.251.1 | 2.252.0 | | starlette | 0.47.3 | 0.48.0 | | systemd-hwe-hwdb | 249.11.5 | 249.11.6 | | tomli | 2.0.1 | 2.2.1 | | typer | 0.17.4 | 0.19.2 | | typing\$1extensions | 4.15.0 | 4.12.2 | | uvicorn | 0.35.0 | 0.37.0 | | wcwidth | 0.2.13 | 0.2.14 | | zipp | 3.19.2 | 3.23.0 | ##### Removed Packages | Package Name | | --- | | linux-aws-6.8-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 | # Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.5.1 (Ubuntu 22.04) 20250913 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 | | operating\$1system | Ubuntu 22.04.5 LTS | | compute\$1architecture | x86\$164 | | kernel\$1version | 6.8.0-1036-aws | | framework\$1version | 2.5.1 | | python\$1location | /opt/conda/envs/pytorch/bin/python | | nvidia\$1driver | 570.172.08 | | default\$1cuda | /usr/local/cuda-12.4/ | | nvidia\$1cuda\$1stack | /usr/local/cuda-12.4 | | gdr\$1copy | 2.4.4 | | 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 No packages were added in this release. ##### Updated Packages | Package Name | Previous Version | New Version | | --- | --- | --- | | amazon-cloudwatch-agent | 1.300057.1b1167-1 | 1.300059.0b1207-1 | | awscli | 2.28.25 | 2.30.1 | | bind9-dnsutils | 9.18.30-0ubuntu0.22.04.2 | 9.18.39-0ubuntu0.22.04.1 | | bind9-host | 9.18.30-0ubuntu0.22.04.2 | 9.18.39-0ubuntu0.22.04.1 | | bind9-libs | 9.18.30-0ubuntu0.22.04.2 | 9.18.39-0ubuntu0.22.04.1 | | boto3 | 1.40.25 | 1.40.30 | | botocore | 1.40.25 | 1.40.30 | | inspectorssmplugin | 1.0.390 | 1.0.395 | | jsonschema-specifications | 2025.4.1 | 2025.9.1 | | libxml2 | 2.9.13\$1dfsg-1ubuntu0.8 | 2.9.13\$1dfsg-1ubuntu0.9 | | narwhals | 2.3.0 | 2.5.0 | | nvidia-ml-py | 13.580.65 | 13.580.82 | | pyparsing | 3.2.3 | 3.2.4 | | pyzmq | 27.0.2 | 27.1.0 | | s3transfer | 0.13.1 | 0.14.0 | | sagemaker-core | 1.0.57 | 1.0.59 | | scikit-learn | 1.7.1 | 1.7.2 | | scipy | 1.16.1 | 1.16.2 | | tomli | 2.0.1 | 2.2.1 | | typing\$1extensions | 4.15.0 | 4.12.2 | ##### Removed Packages | Package Name | | --- | | linux-aws-6.8-headers-6.8.0-1035 | | linux-aws-6.8-tools-6.8.0-1035 | | linux-headers-6.8.0-1035-aws | | linux-image-6.8.0-1035-aws | | linux-modules-6.8.0-1035-aws | | linux-tools-6.8.0-1035-aws | #### Archive **Topics** + [Release Notes Archive](archive-detail-gpu-pytorch-2.5-ubuntu-22-04.md) # Release Notes Archive ##### Release Date: 2025-02-17 **AMI name**: Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.5.1 (Ubuntu 22.04) 20250216 ##### Updated + Updated NVIDIA Container Toolkit from version 1.17.3 to version 1.17.4 + Please see the release notes page here for more information: [https://github.com/NVIDIA/nvidia-container-toolkit/releases/tag/v1.17.4](https://github.com/NVIDIA/nvidia-container-toolkit/releases/tag/v1.17.4) + In Container Toolkit version 1.17.4, the mounting of CUDA compat libraries is now disabled. In order to ensure compatibility with multiple CUDA versions on container workflows, please ensure you update your LD\$1LIBRARY\$1PATH to include your CUDA compatibility libraries as shown in the [If you use a CUDA compatibility layer](https://docs.aws.amazon.com/sagemaker/latest/dg/inference-gpu-drivers.html#collapsible-cuda-compat) tutorial. ##### Removed + Removed user space libraries cuobj and nvdisasm provided by [NVIDIA CUDA toolkit](https://docs.nvidia.com/cuda/) to address CVEs present in the [ NVIDIA CUDA Toolkit Security Bulletin for February 18, 2025](https://nvidia.custhelp.com/app/answers/detail/a_id/5594) ##### Release Date: 2025-01-21 **AMI name**: Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.5.1 (Ubuntu 22.04) 20250119 ##### Updated + Upgraded Nvidia driver from version 550.127.05 to 550.144.03 to address CVEs present in the [NVIDIA GPU Display Driver Security Bulletin for January 2025](https://nvidia.custhelp.com/app/answers/detail/a_id/5614). ##### Release Date: 2024-11-21 **AMI name**: Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.5.1 (Ubuntu 22.04) 20241121 ##### Added + Initial release of Deep Learning AMI GPU PyTorch 2.4.1 (Ubuntu 22.04) series. Including a conda environment pytorch complimented with NVIDIA Driver R550, CUDA=12.4.1, cuDNN=8.9.7, PyTorch NCCL=2.21.5, and EFA=1.37.0. ##### Fixed + Due to a change in the Ubuntu kernel to address a defects in the Kernel Address Space Layout Randomization (KASLR) functionality, G4Dn/G5 instances are unable to properly initialize CUDA on the OSS Nvidia driver. In order to mitigate this issue, this DLAMI includes functionality that dynamically loads the proprietary driver for G4Dn and G5 instances. Please allow a brief initialization period for this loading in order to ensure that your instances are able to work properly. + To check the status and health of this service, you can use the following commands: ``` sudo systemctl is-active dynamic_driver_load.service active ```