# DLAMI Support Policy Table
<a name="dlami-support-policy-table"></a>

For more details see the [Support Policy](https://docs.aws.amazon.com/dlami/latest/devguide/support-policy.html).

## Supported Framework Versions
<a name="supported-framework-versions"></a>


|  Framework  |  Current version  |  CUDA version  |  GitHub GA  |  End of patch  | 
| --- | --- | --- | --- | --- | 
|  PyTorch  |  2.9.0  |  13.0  |  2025-10-15  |  2026-10-15  | 
|  PyTorch  |  2.8.0  |  12.9  |  2025-08-06  |  2026-08-06  | 
|  PyTorch  |  2.7.0  |  12.8  |  2025-04-23  |  2026-04-23  | 
|  PyTorch  |  2.6.0  |  12.6  |  2025-01-29  |  2026-01-29  | 

## Supported Operating System Versions
<a name="supported-operating-systems"></a>


|  Operating System  |  End of patch  | 
| --- | --- | 
|  Amazon Linux 2023  |  2029-06-30  | 
|  Amazon Linux 2  |  2026-06-30  | 
|  Ubuntu 24.04  |  2029-04-30  | 
|  Ubuntu 22.04  |  2027-04-30  | 

## Unsupported Framework Versions
<a name="unsupported-framework-versions"></a>

Versions listed in this table will appear for 2 years past their support date.


|  Framework  |  Current version  |  CUDA version  |  GitHub GA  |  End of patch  | 
| --- | --- | --- | --- | --- | 
|  PyTorch  |  2.5.1  |  12.4  |  2024-11-24  |  2025-11-24  | 
|  PyTorch  |  2.4.1  |  12.4  |  2024-07-24  |  2025-07-24  | 
|  PyTorch  |  2.3.0  |  12.1  |  2024-04-24  |  2025-04-24  | 
|  PyTorch  |  2.2.0  |  12.1  |  2024-01-30  |  2025-01-30  | 
|  PyTorch  |  1.13.1  |  11.7  |  2022-10-28  |  2024-10-28  | 
|  PyTorch  |  2.1.0  |  12.1  |  2023-10-04  |  2024-10-04  | 
|  PyTorch  |  2.0.0  |  12.1  |  2023-03-15  |  2024-03-15  | 
|  PyTorch  |  1.12.1  |  11.6  |  2022-07-01  |  2023-07-01  | 
|  PyTorch  |  1.11.0  |  11.5  |  2022-03-10  |  2023-03-10  | 
|  TensorFlow  |  2.18.0  |  12.5  |  2024-10-24  |  2026-01-31  | 
|  TensorFlow  |  2.17.0  |  12.3  |  2024-11-07  |  2025-11-07  | 
|  TensorFlow  |  2.16.0  |  12.3  |  2024-03-07  |  2025-03-07  | 
|  TensorFlow  |  2.15.0  |  12.2  |  2023-11-14  |  2024-11-14  | 
|  TensorFlow  |  2.13.0  |  11.8  |  2023-07-19  |  2024-07-19  | 
|  TensorFlow  |  2.12.0  |  11.8  |  2023-03-23  |  2024-03-23  | 
|  TensorFlow  |  2.11.0  |  11.2  |  2022-11-18  |  2023-11-18  | 
|  TensorFlow  |  2.10.1  |  11.2  |  2022-09-06  |  2023-09-06  | 
|  TensorFlow  |  2.9.3  |  11.2  |  2022-05-17  |  2023-05-17  | 

## Unsupported Operating System Versions
<a name="unsupported-operating-systems"></a>


|  Operating System  |  End of patch  | 
| --- | --- | 
|  Ubuntu 20.04  |  2025-05-31  | 
|  Ubuntu 18.04  |  2023-05-31  | 

## Release Notes Archive
<a name="release-notes-archive"></a>

Release notes for DLAMI versions that are no longer supported. These archives provide historical information for reference purposes.

### Base DLAMIs
<a name="base-archives"></a>

**Topics**
+ [Base GPU AMI (Ubuntu 20.04)](aws-deep-learning-base-gpu-ami-ubuntu-20.04.md)

# AWS Deep Learning Base GPU AMI (Ubuntu 20.04)
<a name="aws-deep-learning-base-gpu-ami-ubuntu-20.04"></a>

#### Out of Support Notice
<a name="out-of-support-base-gpu-ami-ubuntu-20.04"></a>
+ Ubuntu Linux 20.04 LTS is reaching end of its five-year LTS window on May 31th 2025 and will no longer be supported by its vendor.* *Consequently, AWS Deep Learning Base GPU AMI (Ubuntu 20.04) will have no updates after May 31st 2025. Previous releases will continue to be available. Please note that any AMI released publicly gets deprecated by EC2 after 2 years of its creation date. Please refer to [Deprecate an Amazon EC2 AMI](https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/ami-deprecate.html) for more information.
+ For 3 months, until the 31st Aug 2025, support will be provided only for functionality issues (not security patches).
+ Users of Ubuntu 20.04 DLAMI should move to [AWS Deep Learning Base GPU AMI (Ubuntu 22.04)](https://aws.amazon.com/releasenotes/aws-deep-learning-base-gpu-ami-ubuntu-22-04/) or [AWS Deep Learning Base GPU AMI (Ubuntu 24.04)](https://aws.amazon.com/releasenotes/aws-deep-learning-base-gpu-ami-ubuntu-24-04/). Alternatively, [AWS Deep Learning Base AMI (Amazon Linux 2023)](https://aws.amazon.com/releasenotes/aws-deep-learning-base-gpu-ami-amazon-linux-2023/) can be used.

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

#### AMI Name Format
<a name="name-base-gpu-ami-ubuntu-20.04"></a>
+ Deep Learning Base OSS Nvidia Driver GPU AMI (Ubuntu 20.04) \$1\$1YYYY-MM-DD\$1
+ Deep Learning Base Proprietary Nvidia Driver GPU AMI (Ubuntu 20.04) \$1\$1YYYY-MM-DD\$1

#### Supported EC2 instances
<a name="instances-base-gpu-ami-ubuntu-20.04"></a>
+ Please refer to [Important changes to DLAMI](important-changes.md).
+ Deep Learning with OSS Nvidia Driver supports G4dn, G5, G6, Gr6, G6e, P4d, P4de, P5, P5e, P5en
+ Deep Learning with Proprietary Nvidia Driver supports G3 (G3.16x not supported), P3, P3dn

#### The AMI includes the following:
<a name="contents-base-gpu-ami-ubuntu-20.04"></a>
+ **Supported AWS Service**: Amazon EC2
+ **Operating System**: Ubuntu 20.04
+ **Compute Architecture**: x86
+ **Latest available version is installed for the following packages:**
  + **Linux Kernel **5.15
  + **FSx Lustre**
  + **Docker**
  + **AWS CLI v2** at /usr/local/bin/aws2 and **AWS CLI v1** at /usr/bin/aws
  + **NVIDIA DCGM**
  + **Nvidia container toolkit**:
    + Version command: nvidia-container-cli -V
  + **Nvidia-docker2**:
    + Version command: nvidia-docker version
+ **NVIDIA Driver**:
  + OSS Nvidia driver: 550.163.01
  + Proprietary Nvidia driver: 550.163.01
+ **NVIDIA CUDA 11.7, 12.1-12.4 stack**:
  + CUDA, NCCL and cuDDN installation directories: /usr/local/cuda-xx.x/
    + Example: /usr/local/cuda-12.1/
  + Compiled NCCL Version: 2.22.3\$1CUDA12.4
  + **Default CUDA:** 12.1
    + PATH /usr/local/cuda points to** CUDA 12.1**
    + Updated below env vars:
      + LD\$1LIBRARY\$1PATH to have /usr/local/cuda-12.1/lib:/usr/local/cuda-12.1/lib64:/usr/local/cuda-12.1:/usr/local/cuda-12.1/targets/x86\$164-linux/lib
      + PATH to have /usr/local/cuda-12.1/bin/:/usr/local/cuda-12.1/include/
      + For any different CUDA version, please update LD\$1LIBRARY\$1PATH accordingly.
  + **NCCL Tests Location:**
    + all\$1reduce, all\$1gather and reduce\$1scatter: /usr/local/cuda-xx.x/efa/test-cuda-xx.x/
    + To run NCCL tests, LD\$1LIBRARY\$1PATH needs to passed having below updates.
      + Common PATHs are already added to LD\$1LIBRARY\$1PATH:
        + `/opt/amazon/efa/lib:/opt/amazon/openmpi/lib:/opt/aws-ofi-nccl/lib:/usr/local/lib:/usr/lib`
      + For any different CUDA version, please update LD\$1LIBRARY\$1PATH accordingly.
+ **EFA installer**: 1.39.0
+ **Nvidia GDRCopy:** 2.4
+ **AWS OFI NCCL plugin**: is installed as part of the `EFA Installer-aws`
  + AWS OFI NCCL now supports multiple NCCL versions with single build
  + **Installation path:** `/opt/aws-ofi-nccl/` . Path `/opt/aws-ofi-nccl/lib` is added to LD\$1LIBRARY\$1PATH.
  + **Tests path** for ring, message\$1transfer: `/opt/aws-ofi-nccl/tests`
+ **EBS volume type**: gp3
+ **Python**: /usr/bin/python3.9
+ **NVMe Instance Store Location (on [Supported EC2 Instances](https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/instance-store-volumes.html#available-instance-store-volumes)): **/opt/dlami/nvme
+ **Query AMI-ID with SSM Parameter (example Region is us-east-1):**
  + **OSS Nvidia Driver:**

    ```
    aws ssm get-parameter --region us-east-1 \
        --name /aws/service/deeplearning/ami/x86_64/base-oss-nvidia-driver-gpu-ubuntu-20.04/latest/ami-id  \
        --query "Parameter.Value" \
        --output text
    ```
  + **Proprietary Nvidia Driver:**

    ```
    aws ssm get-parameter --region us-east-1 \
        --name /aws/service/deeplearning/ami/x86_64/base-proprietary-nvidia-driver-gpu-ubuntu-20.04/latest/ami-id \
        --query "Parameter.Value" \
        --output text
    ```
+ **Query AMI-ID with AWSCLI (example Region is us-east-1):**
  + **OSS Nvidia Driver:**

    ```
    aws ec2 describe-images --region us-east-1 \
        --owners amazon \
        --filters 'Name=name,Values=Deep Learning Base OSS Nvidia Driver GPU AMI (Ubuntu 20.04) ????????' 'Name=state,Values=available' \
        --query 'reverse(sort_by(Images, &CreationDate))[:1].ImageId' \
        --output text
    ```
  + **Proprietary Nvidia Driver:**

    ```
    aws ec2 describe-images --region us-east-1 \
        --owners amazon \
        --filters 'Name=name,Values=Deep Learning Base Proprietary Nvidia Driver GPU AMI (Ubuntu 20.04) ????????' 'Name=state,Values=available' \
        --query 'reverse(sort_by(Images, &CreationDate))[:1].ImageId' \
        --output text
    ```

#### Notices
<a name="notices-base-gpu-ami-ubuntu-20.04"></a>

**NVIDIA Container Toolkit 1.17.4**

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.

**EFA Updates from 1.37 to 1.38 (Release on 2025-02-04)**

EFA now bundles the AWS OFI NCCL plugin, which can now be found in `/opt/amazon/ofi-nccl` rather than the original `/opt/aws-ofi-nccl/`. If updating your LD\$1LIBRARY\$1PATH variable, please ensure that you modify your OFI NCCL location properly.

**Support policy**

Components of this AMI like CUDA versions may be removed and changed based on [framework support policy](support-policy.md) or to optimize performance for [deep learning containers](https://aws.amazon.com/machine-learning/containers/) or to reduce AMI size in a future release , without prior notice. We remove CUDA versions from AMIs if they are not used by any supported framework version.

**EC2 instances with multiple network cards**
+ Many instances types that support EFA also have multiple network cards.
+ DeviceIndex is unique to each network card, and must be a non-negative integer less than the limit of ENIs per NetworkCard. On P5, the number of ENIs per NetworkCard is 2, meaning that the only valid values for DeviceIndex is 0 or 1.
  + For the primary network interface (network card index 0, device index 0), create an EFA (EFA with ENA) interface. You can't use an EFA-only network interface as the primary network interface.
  + For each additional network interface, use the next unused network card index, device index 1, and either an EFA (EFA with ENA) or EFA-only network interface, depending on your use case, such as ENA bandwidth requirements or IP address space. For example use cases, see EFA configuration for a P5 instances.
  + For more information, see the EFA Guide [here](https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/efa-acc-inst-types.html).

**P5/P5e instances**
+ P5 and P5e instances contain 32 network interface cards, and can be launched using the following AWS CLI command:

```
aws ec2 run-instances --region $REGION \
    --instance-type $INSTANCETYPE \
    --image-id $AMI --key-name $KEYNAME \
    --iam-instance-profile "Name=dlami-builder" \
    --tag-specifications "ResourceType=instance,Tags=[{Key=Name,Value=$TAG}]" \
    --network-interfaces "NetworkCardIndex=0,DeviceIndex=0,Groups=$SG,SubnetId=$SUBNET,InterfaceType=efa" \
      "NetworkCardIndex=1,DeviceIndex=1,Groups=$SG,SubnetId=$SUBNET,InterfaceType=efa" \
      "NetworkCardIndex=2,DeviceIndex=1,Groups=$SG,SubnetId=$SUBNET,InterfaceType=efa" \
      "NetworkCardIndex=3,DeviceIndex=1,Groups=$SG,SubnetId=$SUBNET,InterfaceType=efa" \
      "NetworkCardIndex=4,DeviceIndex=1,Groups=$SG,SubnetId=$SUBNET,InterfaceType=efa" \
       ...
      "NetworkCardIndex=31,DeviceIndex=1,Groups=$SG,SubnetId=$SUBNET,InterfaceType=efa"
```

**P5en instances**
+ P5en contain 16 network interface cards, and can be launched using the following AWS CLI command:

```
aws ec2 run-instances --region $REGION \
    --instance-type $INSTANCETYPE \
    --image-id $AMI --key-name $KEYNAME \
    --iam-instance-profile "Name=dlami-builder" \
    --tag-specifications "ResourceType=instance,Tags=[{Key=Name,Value=$TAG}]" \
    --network-interfaces "NetworkCardIndex=0,DeviceIndex=0,Groups=$SG,SubnetId=$SUBNET,InterfaceType=efa" \
      "NetworkCardIndex=1,DeviceIndex=1,Groups=$SG,SubnetId=$SUBNET,InterfaceType=efa" \
      "NetworkCardIndex=2,DeviceIndex=1,Groups=$SG,SubnetId=$SUBNET,InterfaceType=efa" \
      "NetworkCardIndex=3,DeviceIndex=1,Groups=$SG,SubnetId=$SUBNET,InterfaceType=efa" \
      "NetworkCardIndex=4,DeviceIndex=1,Groups=$SG,SubnetId=$SUBNET,InterfaceType=efa" \
       ...
      "NetworkCardIndex=15,DeviceIndex=1,Groups=$SG,SubnetId=$SUBNET,InterfaceType=efa"
```

**Kernel**
+ Kernel version is pinned using command:

  ```
  echo linux-aws hold | sudo dpkg —set-selections
  echo linux-headers-aws hold | sudo dpkg —set-selections
  echo linux-image-aws hold | sudo dpkg —set-selections
  ```
+ We recommend that users avoid updating their kernel version (unless due to a security patch) to ensure compatibility with installed drivers and package versions. If users still wish to update they can run the following commands to unpin their kernel versions:

  ```
  echo linux-aws install | sudo dpkg -set-selections
  echo linux-headers-aws install | sudo dpkg -set-selections
  echo linux-image-aws install | sudo dpkg -set-selections
  ```
+ For each new version of DLAMI, latest available compatible kernel is used.

#### Release Date: 2025-04-24
<a name="2025-04-24-base-gpu-ami-ubuntu-20.04"></a>

**AMI names**
+ Deep Learning Base OSS Nvidia Driver GPU AMI (Ubuntu 20.04) 20250424
+ Deep Learning Base Proprietary Nvidia Driver GPU AMI (Ubuntu 20.04) 20250424

##### Updated
<a name="w2aac25c13b5b5c13b5"></a>
+ Upgraded Nvidia driver from version 550.144.03 to 550.163.01 to address CVEs present in the [NVIDIA GPU Display Driver Security Bulletin for April 2025](https://nvidia.custhelp.com/app/answers/detail/a_id/5630)

#### Release Date: 2025-02-17
<a name="2025-02-17-base-gpu-ami-ubuntu-20.04"></a>

**AMI names**
+ Deep Learning Base OSS Nvidia Driver GPU AMI (Ubuntu 20.04) 20250214
+ Deep Learning Base Proprietary Nvidia Driver GPU AMI (Ubuntu 20.04) 20250214

##### Updated
<a name="w2aac25c13b5b5c15b5"></a>
+ 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
<a name="w2aac25c13b5b5c15b7"></a>
+ 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: 2025-02-04
<a name="2025-02-04-base-gpu-ami-ubuntu-20.04"></a>

**AMI names**
+ Deep Learning Base OSS Nvidia Driver GPU AMI (Ubuntu 20.04) 20250204
+ Deep Learning Base Proprietary Nvidia Driver GPU AMI (Ubuntu 20.04) 20250204

##### Updated
<a name="w2aac25c13b5b5c17b5"></a>
+ Upgraded EFA version from 1.37.0 to 1.38.0
  + EFA now bundles the AWS OFI NCCL plugin, which can now be found in `/opt/amazon/ofi-nccl` rather than the original `/opt/aws-ofi-nccl/`. If updating your LD\$1LIBRARY\$1PATH variable, please ensure that you modify your OFI NCCL location properly.

##### Removed
<a name="w2aac25c13b5b5c17b7"></a>
+ The emacs package has been removed from these DLAMIs. Customers can install emacs from GNU emacs [https://www.gnu.org/software/emacs/download.html](https://www.gnu.org/software/emacs/download.html).

#### Release Date: 2025-01-17
<a name="2025-01-17-base-gpu-ami-ubuntu-20.04"></a>

**AMI names**
+ Deep Learning Base OSS Nvidia Driver GPU AMI (Ubuntu 20.04) 20250117
+ Deep Learning Base Proprietary Nvidia Driver GPU AMI (Ubuntu 20.04) 20250117

##### Updated
<a name="w2aac25c13b5b5c19b5"></a>
+ 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: 2024-12-09
<a name="2024-12-09-base-gpu-ami-ubuntu-20.04"></a>

**AMI names**
+ Deep Learning Base OSS Nvidia Driver GPU AMI (Ubuntu 20.04) 20241206
+ Deep Learning Base Proprietary Nvidia Driver GPU AMI (Ubuntu 20.04) 20241206

##### Updated
<a name="w2aac25c13b5b5c21b5"></a>
+ Upgraded Nvidia Container Toolkit from version 1.17.0 to 1.17.3

#### Release Date: 2024-11-22
<a name="2024-11-22-base-gpu-ami-ubuntu-20.04"></a>

**AMI name:** Deep Learning Base OSS Nvidia Driver GPU AMI (Ubuntu 20.04) 20241122

##### Added
<a name="w2aac25c13b5b5c23b5"></a>
+ Added support for P5en EC2 Instances.

##### Updated
<a name="w2aac25c13b5b5c23b7"></a>
+ Upgraded EFA Installer from version 1.35.0 to 1.37.0
+ Upgrade AWS OFI NCCL Plugin from version 1.12.1-aws to 1.13.0-aws

#### Release Date: 2024-10-26
<a name="2024-10-26-base-gpu-ami-ubuntu-20.04"></a>

**AMI names**
+ Deep Learning Base OSS Nvidia Driver GPU AMI (Ubuntu 20.04) 20241025
+ Deep Learning Base Proprietary Nvidia Driver GPU AMI (Ubuntu 20.04) 20241025

##### Updated
<a name="w2aac25c13b5b5c25b5"></a>
+ Upgraded Nvidia driver from version 550.90.07 to 550.127.05 to address CVEs present in the [NVIDIA GPU Display Security Bulletin for October 2024](https://nvidia.custhelp.com/app/answers/detail/a_id/5586)

#### Release Date: 2024-10-03
<a name="2024-10-03-base-gpu-ami-ubuntu-20.04"></a>

**AMI name:** Deep Learning Base OSS Nvidia Driver GPU AMI (Ubuntu 20.04) 20240927

##### Updated
<a name="w2aac25c13b5b5c27b5"></a>
+ Upgraded Nvidia Container Toolkit from version 1.16.1 to 1.16.2

#### Release Date: 2024-08-27
<a name="2024-09-27-base-gpu-ami-ubuntu-20.04"></a>

**AMI name:** Deep Learning Base OSS Nvidia Driver GPU AMI (Ubuntu 20.04) 20240827

##### Updated
<a name="w2aac25c13b5b5c29b5"></a>
+ Upgraded Nvidia driver and Fabric Manager from version 535.183.01 to 550.90.07
+ Upgraded EFA Version from 1.32.0 to 1.34.0
+ Upgraded NCCL to latest version 2.22.3 for all CUDA versions
  + CUDA 11.7 upgraded from version 2.16.2\$1CUDA11.7
  + CUDA 12.1, 12.2 upgraded from 2.18.5\$1CUDA12.2
  + CUDA 12.3 upgraded from version 2.21.5\$1CUDA12.4

##### Added
<a name="w2aac25c13b5b5c29b7"></a>
+ Added CUDA toolkit version 12.4 in directory /usr/local/cuda-12.4
+ Added support for **P5e EC2 Instance**.

##### Removed
<a name="w2aac25c13b5b5c29b9"></a>
+ Removed CUDA Toolkit version 11.8 stack present in directory /usr/local/cuda-11.8

#### Release Date: 2024-08-19
<a name="2024-08-19-base-gpu-ami-ubuntu-20.04"></a>

**AMI name:** Deep Learning Base OSS Nvidia Driver GPU AMI (Ubuntu 20.04) 20240816

##### Added
<a name="w2aac25c13b5b5c31b5"></a>
+ Added support for [G6e EC2 instance](https://aws.amazon.com/ec2/instance-types/g6e/).

#### Release Date: 2024-06-06
<a name="2024-06-06-base-gpu-ami-ubuntu-20.04"></a>

**AMI names**
+ Deep Learning Base OSS Nvidia Driver GPU AMI (Ubuntu 20.04) 20240606
+ Deep Learning Base Proprietary Nvidia Driver GPU AMI (Ubuntu 20.04) 20240606

##### Updated
<a name="w2aac25c13b5b5c33b5"></a>
+ Updated Nvidia driver version to 535.183.01 from 535.161.08

#### Release Date: 2024-05-15
<a name="2024-05-15-base-gpu-ami-ubuntu-20.04"></a>

**AMI names**
+ Deep Learning Base OSS Nvidia Driver GPU AMI (Ubuntu 20.04) 20240515
+ Deep Learning Base Proprietary Nvidia Driver GPU AMI (Ubuntu 20.04) 20240515

##### Added
<a name="w2aac25c13b5b5c35b5"></a>
+ Added back CUDA11.7 stack at directory /usr/local/cuda-11.7 with CUDA11.7, NCCL 2.16.2, CuDNN 8.7.0 as PyTorch 1.13 supports CUDA11.7

#### Release Date: 2024-05-02
<a name="2024-05-02-base-gpu-ami-ubuntu-20.04"></a>

**AMI names**
+ Deep Learning Base OSS Nvidia Driver GPU AMI (Ubuntu 20.04) 20240502
+ Deep Learning Base Proprietary Nvidia Driver GPU AMI (Ubuntu 20.04) 20240502

##### Updated
<a name="w2aac25c13b5b5c37b5"></a>
+ Updated EFA version from version 1.30 to version 1.32
+ Updated AWS OFI NCCL plugin from version 1.7.4 to version 1.9.1
+ Updated Nvidia container toolkit from version 1.13.5 to version [1.15.0](https://github.com/NVIDIA/nvidia-container-toolkit/releases/tag/v1.15.0)
  + **Version 1.15.0 does NOT include the nvidia-container-runtime and nvidia-docker2 packages. It is recommended to use nvidia-container-toolkit packages directly by following [Nvidia container toolkit docs](https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/latest/sample-workload.html).**

##### Added
<a name="w2aac25c13b5b5c37b7"></a>
+ Added CUDA12.3 stack with CUDA12.3, NCCL 2.21.5, CuDNN 8.9.7

##### Removed
<a name="w2aac25c13b5b5c37b9"></a>
+ Removed CUDA11.7, CUDA12.0 stacks present at /usr/local/cuda-11.7 and /usr/local/cuda-12.0 directories
+ Removed nvidia-docker2 package and its command nvidia-docker as part of Nvidia container toolkit update from 1.13.5 to [1.15.0](https://github.com/NVIDIA/nvidia-container-toolkit/releases/tag/v1.15.0) which does **NOT** include the nvidia-container-runtime and nvidia-docker2 packages.

#### Release Date: 2024-04-04
<a name="2024-04-04-base-gpu-ami-ubuntu-20.04"></a>

**AMI names:** Deep Learning Base OSS Nvidia Driver GPU AMI (Ubuntu 20.04) 20240404

##### Added
<a name="w2aac25c13b5b5c39b5"></a>
+ For OSS Nvidia driver DLAMIs, added G6 and Gr6 EC2 instances support. Please refer to [Recommended GPU instances](gpu.md) for more information.

#### Release Date: 2024-03-29
<a name="2024-03-29-base-gpu-ami-ubuntu-20.04"></a>

**AMI names**
+ Deep Learning Base OSS Nvidia Driver GPU AMI (Ubuntu 20.04) 20240326
+ Deep Learning Base Proprietary Nvidia Driver GPU AMI (Ubuntu 20.04) 20240326

##### Updated
<a name="w2aac25c13b5b5c41b5"></a>
+ Updated Nvidia driver from 535.104.12 to 535.161.08 in both Proprietary and OSS Nvidia driver DLAMIs.
+ Removed G4dn, G5 EC2 instances support from Proprietary Nvidia driver DLAMI.
+ The new supported instances for each DLAMI are as follows:
  + Deep Learning with Proprietary Nvidia Driver supports G3 (G3.16x not supported), P3, P3dn
  + Deep Learning with OSS Nvidia Driver supports G4dn, G5, P4d, P4de, P5.

#### Release Date: 2024-03-20
<a name="2024-03-20-base-gpu-ami-ubuntu-20.04"></a>

**AMI names**
+ Deep Learning Base OSS Nvidia Driver GPU AMI (Ubuntu 20.04) 20240318
+ Deep Learning Base Proprietary Nvidia Driver GPU AMI (Ubuntu 20.04) 20240318

##### Added
<a name="w2aac25c13b5b5c43b5"></a>
+ Added `awscliv2` in the AMI at /usr/local/bin/aws2, alongside `awscliv1` as /usr/bin/aws on Proprietary and OSS Nvidia Driver AMI

#### Release Date: 2024-03-14
<a name="2024-03-14-base-gpu-ami-ubuntu-20.04"></a>

**AMI name:** Deep Learning Base OSS Nvidia Driver GPU AMI (Ubuntu 20.04) 20240314

##### Updated
<a name="w2aac25c13b5b5c45b5"></a>
+ Updated OSS Nvidia driver DLAMI with G4dn and G5 support, based on it current support looks like below:
  + Deep Learning Base Proprietary Nvidia Driver AMI (Ubuntu 20.04) supports P3, P3dn, G3, G5, G4dn.
  + Deep Learning Base OSS Nvidia Driver AMI (Ubuntu 20.04) supports G5, G4dn, P4, P5.
+ OSS Nvidia driver DLAMIs are recommended to be used for G5, G4dn, P4, P5.

#### Release Date: 2024-02-12
<a name="2024-02-12-base-gpu-ami-ubuntu-20.04"></a>

**AMI names**
+ Deep Learning Base OSS Nvidia Driver GPU AMI (Ubuntu 20.04) 20240208
+ Deep Learning Base Proprietary Nvidia Driver GPU AMI (Ubuntu 20.04) 20240208

##### Updated
<a name="w2aac25c13b5b5c47b5"></a>
+ AWS OFI NCCL plugin is updated from 1.7.3 to 1.7.4

#### Release Date: 2024-02-01
<a name="2024-02-01-base-gpu-ami-ubuntu-20.04"></a>

**AMI names**
+ Deep Learning Base OSS Nvidia Driver GPU AMI (Ubuntu 20.04) 20240201
+ Deep Learning Base Proprietary Nvidia Driver GPU AMI (Ubuntu 20.04) 20240201

##### Security
<a name="w2aac25c13b5b5c49b5"></a>
+ Updated runc package version to consume patch for [CVE-2024-21626](https://nvd.nist.gov/vuln/detail/CVE-2024-21626).

#### Release Date: 2023-12-04
<a name="2023-12-04-base-gpu-ami-ubuntu-20.04"></a>

**AMI names**
+ Deep Learning Base OSS Nvidia Driver GPU AMI (Ubuntu 20.04) 20231204
+ Deep Learning Base Proprietary Nvidia Driver GPU AMI (Ubuntu 20.04) 20231204

##### Added
<a name="w2aac25c13b5b5c51b5"></a>
+ AWS Deep Learning AMI (DLAMI) is split into two separate groups:
  + DLAMI that uses Nvidia Proprietary Driver (to support P3, P3dn, G3, G5, G4dn).
  + DLAMI that uses Nvidia OSS Driver to enable EFA (to support P4, P5).
+ Please refer to [Important changes to DLAMI](important-changes.md) for more information on the DLAMI split.
+ AWS CLI queries for above are under bullet point **Query AMI-ID with AWSCLI (example Region is us-east-1)**

##### Updated
<a name="w2aac25c13b5b5c51b7"></a>
+ EFA updated from 1.26.1 to 1.29.0
+ GDRCopy updated from 2.3 to 2.4

#### Release Date: 2023-10-18
<a name="2023-10-18-base-gpu-ami-ubuntu-20.04"></a>

**AMI name:** Deep Learning Base GPU AMI (Ubuntu 20.04) 20231018

##### Updated
<a name="w2aac25c13b5b5c53b5"></a>
+ AWS OFI NCCL Plugin updated from version 1.7.2 to version 1.7.3
+ Updated CUDA 12.0-12.1 directories with NCCL version 2.18.5 to match CUDA 12.2
+ CUDA12.1 updated as the default CUDA Version
  + Updated LD\$1LIBRARY\$1PATH to have /usr/local/cuda-12.1/targets/x86\$164-linux/lib/:/usr/local/cuda-12.1/lib:/usr/local/cuda-12.1/lib64:/usr/local/cuda-12.1 and PATH to have /usr/local/cuda-12.1/bin/
  + For customers looking to change to any different CUDA version, please define the LD\$1LIBRARY\$1PATH and PATH variables accordingly.

#### Release Date: 2023-10-02
<a name="2023-10-02-base-gpu-ami-ubuntu-20.04"></a>

**AMI name:** Deep Learning Base GPU AMI (Ubuntu 20.04) 20231002

##### Updated
<a name="w2aac25c13b5b5c55b5"></a>
+ NVIDIA Driver updated from 535.54.03 to 535.104.12
  + This latest driver fixes NVML ABI breaking changes found in driver version 535.54.03, as well as the driver regression found in version 535.86.10 that affected CUDA toolkits on P5 instances. Please reference the following NVIDIA release notes for details on the fixes:
  + Please reference the following NVIDIA release notes for details on the fixes:
    + [4235941](https://docs.nvidia.com/datacenter/tesla/tesla-release-notes-535-104-05/index.html) - NVML ABI Breaking change fix
    + [4228552](https://docs.nvidia.com/datacenter/tesla/tesla-release-notes-535-104-12/index.html) - CUDA Toolkit Error Fix
+ Updated CUDA 12.2 directories with NCCL 2.18.5
+ EFA updated from version 1.24.1 to latest 1.26.1

##### Added
<a name="w2aac25c13b5b5c55b7"></a>
+ Added CUDA12.2 at /usr/local/cuda-12.2

##### Removed
<a name="w2aac25c13b5b5c55b9"></a>
+ Removed support for CUDA 11.5 and CUDA 11.6

#### Release Date: 2023-09-26
<a name="2023-09-26-base-gpu-ami-ubuntu-20.04"></a>

**AMI name:** Deep Learning Base GPU AMI (Ubuntu 20.04) 20230926

##### Added
<a name="w2aac25c13b5b5c57b5"></a>
+ Added net.naming-scheme changes to fix unpredictable network interface naming issue ([link](https://bugs.launchpad.net/ubuntu/+source/systemd/+bug/1945225)) seen on P5. This change is made by setting net.naming-scheme=v247 in the linux boot arguments in the file /etc/default/grub

#### Release Date: 2023-08-30
<a name="2023-08-30-base-gpu-ami-ubuntu-20.04"></a>

**AMI name:** Deep Learning Base GPU AMI (Ubuntu 20.04) 20230830

##### Updated
<a name="w2aac25c13b5b5c59b5"></a>
+ Updated `aws-ofi-nccl` plugin from v1.7.1 to v1.7.2

#### Release Date: 2023-08-11
<a name="2023-08-11-base-gpu-ami-ubuntu-20.04"></a>

**AMI name:** Deep Learning Base GPU AMI (Ubuntu 20.04) 20230811

##### Added
<a name="w2aac25c13b5b5c61b5"></a>
+ This AMI now provides support for Multi-node training functionality on P5 and all the previously-supported EC2 instances.
+ For P5 EC2 instance, NCCL 2.18 is recommended to be used and has been added to CUDA12.0, and CUDA12.1.

##### Removed
<a name="w2aac25c13b5b5c61b7"></a>
+ Removed support for CUDA11.3 and CUDA11.4.

#### Release Date: 2023-08-04
<a name="2023-08-04-base-gpu-ami-ubuntu-20.04"></a>

**AMI name:** Deep Learning Base GPU AMI (Ubuntu 20.04) 20230804

##### Updated
<a name="w2aac25c13b5b5c63b5"></a>
+ Updated AWS OFI NCCL plugin to v1.7.1
+ Made CUDA11.8 as default as PyTorch 2.0 supports 11.8 and for P5 EC2 instance, it is recommended to use >=CUDA11.8
  + Updated LD\$1LIBRARY\$1PATH to have /usr/local/cuda-11.8/targets/x86\$164-linux/lib/:/usr/local/cuda-11.8/lib:/usr/local/cuda-11.8/lib64:/usr/local/cuda-11.8 and PATH to have /usr/local/cuda-11.8/bin/
  + For any different cuda version, please define LD\$1LIBRARY\$1PATH accordingly.
+ Updated CUDA 12.0, 12.1 directories with NCCL 2.18.3

##### Fixed
<a name="w2aac25c13b5b5c63b7"></a>
+ Fixed Nvidia Fabric Manager (FM) package load issue mentioned in earlier Release Date** **2023-07-19.

#### Release Date: 2023-07-19
<a name="2023-07-19-base-gpu-ami-ubuntu-20.04"></a>

**AMI name:** Deep Learning Base GPU AMI (Ubuntu 20.04) 20230719

##### Updated
<a name="w2aac25c13b5b5c65b5"></a>
+ EFA updated from 1.22.1 to 1.24.1
+ Nvidia driver updated from 525.85.12 to 535.54.03

##### Added
<a name="w2aac25c13b5b5c65b7"></a>
+ Added c-state changes to disable idle state of processor by setting the max c-state to C1. This change is made by setting `intel\$1idle.max\$1cstate=1 processor.max\$1cstate=1` in the linux boot arguments in file /etc/default/grub
+ AWS EC2 P5 instance support:
  + Added P5 EC2 instance support for workflows using single node/instance. Multi-node support (e.g. for multi-node training) using EFA (Elastic Fabric Adapter) and AWS OFI NCCL plugin will added in an upcoming release.
  + Please use CUDA>=11.8 for optimal performance.
  + Known Issue: Nvidia Fabric Manager (FM) package takes time to load on P5, customers need to wait for 2-3 mins until FM loads after launching P5 instance. To check if FM is started, please run command sudo systemctl is-active nvidia-fabricmanager , it should return active before starting any workflow. This will be improved in upcoming release.

#### Release Date: 2023-05-19
<a name="2023-05-19-base-gpu-ami-ubuntu-20.04"></a>

**AMI name:** Deep Learning Base GPU AMI (Ubuntu 20.04) 20230519

##### Updated
<a name="w2aac25c13b5b5c67b5"></a>
+ EFA updated to latest 1.22.1
+ Updated NCCL version for CUDA 12.1 to 2.17.1

##### Added
<a name="w2aac25c13b5b5c67b7"></a>
+ Added CUDA12.1 at /usr/local/cuda-12.1
+ Added support for [NVIDIA Data Center GPU Monitor (DCGM)](https://developer.nvidia.com/dcgm) through the datacenter-gpu-manager package
  + You can check the status of this service through the following query: sudo systemctl status nvidia-dcgm
+ Ephemeral NVMe Instance stores are now automatically mounted to supported EC2 instances and storage can be accessed in the folder /opt/dlami/nvme/. You can check or modify this service in the following ways:
  + Check the status of NVMe service: sudo systemctl status dlami-nvme
  + To access or modify the service: `/opt/aws/dlami/bin/nvme_ephemeral_drives.sh`
+ NVMe volumes provided the fastest and most efficient storage solutions for high throughput workflows that require IOPS performance. Ephemeral NVMe instance stores are included with the cost of the instances, so there is no additional cost incurred with this service.
+ NVMe instance stores will only be mounted on EC2 instances that support them. For information on EC2 instances with NVMe supported instance stores, see [Available instance store volumes](https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/instance-store-volumes.html#available-instance-store-volumes) and validate that NVMe is supported.
+ To improve disk performance and to reduce first-write penalties, you may initialize the instances stores (note , this process may take hours depending on the EC2 instance type) - [Initialize instance store volumes on EC2 instances](https://docs.aws.amazon.com/AWSEC2/latest/UserGuide/disk-performance.html)
+ **NOTE**: NVMe instance stores are mounted on the instance and are not attached to the network like EBS. The data on these NVMe volumes may be lost upon reboot or stoppage of your instance.

#### Release Date: 2023-04-17
<a name="2023-04-17-base-gpu-ami-ubuntu-20.04"></a>

**AMI name:** Deep Learning Base GPU AMI (Ubuntu 20.04) 20230414

##### Updated
<a name="w2aac25c13b5b5c69b5"></a>
+ Updated DLAMI name from AWS Deep Learning Base AMI GPU CUDA 11 (Ubuntu 20.04) \$1\$1YYYY-MM-DD\$1 to Deep Learning Base GPU AMI (Ubuntu 20.04) \$1\$1YYYY-MM-DD\$1
  + Please note we will support latest DLAMI with old AMI name for a month from this release for any support needed. Customers are able to update their OS packages apt-get update && apt-get upgrade to consume security patches.
+ Updated AWS OFI NCCL plugin path from `/usr/local/cuda-xx.x/efa/` to `/opt/aws-ofi-nccl/`
+ Updated NCCL to a [custom GIT branch](https://github.com/NVIDIA/nccl/tree/inc_nsteps) of v2.16.2, co-authored by AWS and NCCL team for all CUDA versions. It performs better on AWS infrastructure.

##### Added
<a name="w2aac25c13b5b5c69b7"></a>
+ Added CUDA12.0 at /usr/local/cuda-12.0
+ Added [AWS FSx](https://aws.amazon.com/fsx/)
+ Added support for Python version 3.9 in /usr/bin/python3.9
  + Note that this change does not replace the default system Python, python3 will still point the system Python3.8.
  + Python3.9 can be accessed utilizing the following commands:

    ```
    /usr/bin/python3.9
    python3.9
    ```

##### Removed
<a name="w2aac25c13b5b5c69b9"></a>
+ Removed CUDA11.0-11.1 from /usr/local/cuda-11.x/ as they are not being used by any supported framework versions based on [framework support policy](support-policy.md).

#### Release Date: 2022-05-25
<a name="2022-05-25-base-gpu-ami-ubuntu-20.04"></a>

**AMI name:** AWS Deep Learning Base AMI GPU CUDA 11 (Ubuntu 20.04) 20220523

##### Updated
<a name="w2aac25c13b5b5c71b5"></a>
+ This release adds support for new EC2 instance p4de.24xlarge.
  + Updated `aws-efa-installer` to version 1.15.2
  + Updated `aws-ofi-nccl` to version `1.3.0-aws` which include the topology for p4de.24xlarge.

#### Release Date: 2022-03-25
<a name="2022-03-25-base-gpu-ami-ubuntu-20.04"></a>

**AMI name:** AWS Deep Learning Base AMI GPU CUDA 11 (Ubuntu 20.04) 20220325

##### Updated
<a name="w2aac25c13b5b5c73b5"></a>
+ Updated EFA version from 1.15.0 to 1.15.1

#### Release Date: 2022-03-17
<a name="2022-03-17-base-gpu-ami-ubuntu-20.04"></a>

**AMI name:** AWS Deep Learning Base AMI GPU CUDA 11 (Ubuntu 20.04) 20220323

##### Added
<a name="w2aac25c13b5b5c75b5"></a>
+ First release

### PyTorch DLAMIs
<a name="pytorch-archives"></a>

**Topics**
+ [GPU PyTorch 2.5 (Ubuntu 22.04)](aws-deep-learning-x86-gpu-pytorch-2.5-ubuntu-22-04.md)
+ [GPU PyTorch 2.5 (Amazon Linux 2023)](aws-deep-learning-x86-gpu-pytorch-2.5-amazon-linux-2023.md)
+ [ARM64 AMI GPU PyTorch 2.5 (Ubuntu 22.04)](aws-deep-learning-arm64-gpu-pytorch-2.5-ubuntu-22-04.md)
+ [GPU PyTorch 2.4 (Ubuntu 22.04)](aws-deep-learning-ami-gpu-pytorch-2.4-ubuntu-22-04.md)
+ [ARM64 AMI GPU PyTorch 2.4 (Ubuntu 22.04)](aws-deep-learning-arm64-ami-gpu-pytorch-2.4-ubuntu-22-04.md)

# AWS Deep Learning AMI GPU PyTorch 2.5 (Ubuntu 22.04)
<a name="aws-deep-learning-x86-gpu-pytorch-2.5-ubuntu-22-04"></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).

#### AMI Name Format
<a name="name-x86-gpu-pytorch-2.5-ubuntu-22-04"></a>
+ 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
<a name="ssm-param-x86-gpu-pytorch-2.5-ubuntu-22-04"></a>

 **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
<a name="awscli-x86-gpu-pytorch-2.5-ubuntu-22-04"></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 2.5.? (Ubuntu 22.04) ????????' 'Name=state,Values=available' --query 'reverse(sort_by(Images, &CreationDate))[:1].ImageId' --output text
```

#### Latest Releases
<a name="latest-release-x86-gpu-pytorch-2.5-ubuntu-22-04"></a>

**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
<a name="aws-deep-learning-ami-gpupt25oss-ul2204-2025-11-10"></a>

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

##### Major Package Versions
<a name="major-package-versions-gpupt25oss-ul2204-2025-11-10"></a>


| 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
<a name="release-notes-gpupt25oss-ul2204-2025-11-10"></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-gpupt25oss-ul2204-2025-11-10"></a>

No packages were added in this release.

##### Updated Packages
<a name="updated-package-info-gpupt25oss-ul2204-2025-11-10"></a>


| 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
<a name="removed-package-info-gpupt25oss-ul2204-2025-11-10"></a>

No packages were removed in this release.

# Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.5.1 (Ubuntu 22.04) 20251007
<a name="aws-deep-learning-ami-gpupt25oss-ul2204-2025-10-14"></a>

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

##### Notices
<a name="notices-gpupt25oss-ul2204"></a>
+  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
<a name="major-package-versions-gpupt25oss-ul2204-2025-10-14"></a>


| 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
<a name="release-notes-gpupt25oss-ul2204-2025-10-14"></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-gpupt25oss-ul2204-2025-10-14"></a>


|  | 
| --- |
|  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
<a name="updated-package-info-gpupt25oss-ul2204-2025-10-14"></a>


| 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
<a name="removed-package-info-gpupt25oss-ul2204-2025-10-14"></a>


| 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
<a name="aws-deep-learning-ami-gpupt25oss-ul2204-2025-10-02"></a>

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

##### Major Package Versions
<a name="major-package-versions-gpupt25oss-ul2204-2025-10-02"></a>


| 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
<a name="release-notes-gpupt25oss-ul2204-2025-10-02"></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-gpupt25oss-ul2204-2025-10-02"></a>


|  | 
| --- |
|  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
<a name="updated-package-info-gpupt25oss-ul2204-2025-10-02"></a>


| 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
<a name="removed-package-info-gpupt25oss-ul2204-2025-10-02"></a>


| 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
<a name="aws-deep-learning-ami-gpupt25oss-ul2204-2025-09-30"></a>

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

##### Major Package Versions
<a name="major-package-versions-gpupt25oss-ul2204-2025-09-30"></a>


| 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
<a name="release-notes-gpupt25oss-ul2204-2025-09-30"></a>

**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
<a name="added-package-info-gpupt25oss-ul2204-2025-09-30"></a>

No packages were added in this release.

##### Updated Packages
<a name="updated-package-info-gpupt25oss-ul2204-2025-09-30"></a>


| 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
<a name="removed-package-info-gpupt25oss-ul2204-2025-09-30"></a>


| 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
<a name="archive-x86-gpu-pytorch-2.5-ubuntu-22-04"></a>

**Topics**
+ [Release Notes Archive](archive-detail-gpu-pytorch-2.5-ubuntu-22-04.md)

# Release Notes Archive
<a name="archive-detail-gpu-pytorch-2.5-ubuntu-22-04"></a>

##### Release Date: 2025-02-17
<a name="2025-02-17-gpu-pytorch-2.5-ubuntu-22-04"></a>

**AMI name**: Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.5.1 (Ubuntu 22.04) 20250216

##### Updated
<a name="w2aac25c13b7b5c15b5b3b5"></a>
+ 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
<a name="w2aac25c13b7b5c15b5b3b7"></a>
+ 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
<a name="2025-01-21-gpu-pytorch-2.5-ubuntu-22-04"></a>

**AMI name**: Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.5.1 (Ubuntu 22.04) 20250119

##### Updated
<a name="w2aac25c13b7b5c15b5b5b5"></a>
+ 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
<a name="2024-11-21-gpu-pytorch-2.5-ubuntu-22-04"></a>

**AMI name**: Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.5.1 (Ubuntu 22.04) 20241121

##### Added
<a name="w2aac25c13b7b5c15b5b7b5"></a>
+ 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
<a name="w2aac25c13b7b5c15b5b7b7"></a>
+ 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
```

# AWS Deep Learning AMI GPU PyTorch 2.5 (Amazon Linux 2023)
<a name="aws-deep-learning-x86-gpu-pytorch-2.5-amazon-linux-2023"></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).

#### AMI Name Format
<a name="name-x86-gpu-pytorch-2.5-amazon-linux-2023"></a>
+ Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.5.\$1\$1PATCH\$1VERSION\$1 (Amazon Linux 2023) \$1\$1YYYY-MM-DD\$1

#### SSM Parameter Query
<a name="ssm-param-x86-gpu-pytorch-2.5-amazon-linux-2023"></a>

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

```
export SSM_PARAMETER=oss-nvidia-driver-gpu-pytorch-2.5-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
<a name="awscli-x86-gpu-pytorch-2.5-amazon-linux-2023"></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 2.5.? (Amazon Linux 2023) ????????' 'Name=state,Values=available' --query 'reverse(sort_by(Images, &CreationDate))[:1].ImageId' --output text
```

#### Latest Releases
<a name="latest-release-x86-gpu-pytorch-2.5-amazon-linux-2023"></a>

**Topics**
+ [Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.5.1 (Amazon Linux 2023) 20251101](aws-deep-learning-ami-gpupt25oss-al2023-2025-11-10.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.5.1 (Amazon Linux 2023) 20251007](aws-deep-learning-ami-gpupt25oss-al2023-2025-10-14.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.5.1 (Amazon Linux 2023) 20250927](aws-deep-learning-ami-gpupt25oss-al2023-2025-09-30.md)

# Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.5.1 (Amazon Linux 2023) 20251101
<a name="aws-deep-learning-ami-gpupt25oss-al2023-2025-11-10"></a>

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

##### Major Package Versions
<a name="major-package-versions-gpupt25oss-al2023-2025-11-10"></a>


| 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  | 
|  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  |  3.3.3050.0  | 
|  kernel\$1version  |  6.1.156-177.286.amzn2023.x86\$164  | 
|  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  |  Amazon Linux 2023.9.20251027  | 
|  default\$1cuda  |  /usr/local/cuda-12.4/  | 
|  compute\$1architecture  |  x86\$164  | 

##### Package Changes from Previous Release
<a name="release-notes-gpupt25oss-al2023-2025-11-10"></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-gpupt25oss-al2023-2025-11-10"></a>


|  | 
| --- |
|  apr-util-lmdb-1.6.3-1.amzn2023.0.2  | 
|  kernel-livepatch-6.1.156-177.286-1.0-0.amzn2023  | 

##### Updated Packages
<a name="updated-package-info-gpupt25oss-al2023-2025-11-10"></a>


| Package Name | Previous Version | New Version | 
| --- | --- | --- | 
|  Brotli  |  1.1.0  |  1.2.0  | 
|  amazon-linux-repo-s3  |  2023.9.20251020-0.amzn2023  |  2023.9.20251027-0.amzn2023  | 
|  apr-util  |  1.6.3-1.amzn2023.0.1  |  1.6.3-1.amzn2023.0.2  | 
|  apr-util-openssl  |  1.6.3-1.amzn2023.0.1  |  1.6.3-1.amzn2023.0.2  | 
|  audit  |  3.1.5-1.amzn2023.0.1  |  3.1.5-1.amzn2023.0.2  | 
|  audit-libs  |  3.1.5-1.amzn2023.0.1  |  3.1.5-1.amzn2023.0.2  | 
|  awscli  |  2.31.22  |  2.31.27  | 
|  boost-filesystem  |  1.75.0-4.amzn2023.0.3  |  1.75.0-4.amzn2023.0.4  | 
|  boost-system  |  1.75.0-4.amzn2023.0.3  |  1.75.0-4.amzn2023.0.4  | 
|  boost-thread  |  1.75.0-4.amzn2023.0.3  |  1.75.0-4.amzn2023.0.4  | 
|  boto3  |  1.40.59  |  1.40.64  | 
|  botocore  |  1.40.59  |  1.40.64  | 
|  fastapi  |  0.120.0  |  0.120.4  | 
|  fsspec  |  2025.9.0  |  2025.10.0  | 
|  go-srpm-macros  |  3.2.0-37.amzn2023  |  3.8.0-1.amzn2023.0.1  | 
|  grub2-common  |  2.06-61.amzn2023.0.19  |  2.06-61.amzn2023.0.20  | 
|  grub2-efi-x64-ec2  |  2.06-61.amzn2023.0.19  |  2.06-61.amzn2023.0.20  | 
|  grub2-pc-modules  |  2.06-61.amzn2023.0.19  |  2.06-61.amzn2023.0.20  | 
|  grub2-tools  |  2.06-61.amzn2023.0.19  |  2.06-61.amzn2023.0.20  | 
|  grub2-tools-minimal  |  2.06-61.amzn2023.0.19  |  2.06-61.amzn2023.0.20  | 
|  inspectorssmplugin  |  1.0.402-1  |  1.0.404-1  | 
|  ipykernel  |  7.0.1  |  7.1.0  | 
|  java-17-amazon-corretto-headless  |  17.0.16\$18-1.amzn2023.1  |  17.0.17\$110-1.amzn2023.1  | 
|  kernel  |  6.1.155-176.282.amzn2023  |  6.1.156-177.286.amzn2023  | 
|  kernel-devel  |  6.1.155-176.282.amzn2023  |  6.1.156-177.286.amzn2023  | 
|  kernel-headers  |  6.1.155-176.282.amzn2023  |  6.1.156-177.286.amzn2023  | 
|  kernel-libbpf  |  6.1.155-176.282.amzn2023  |  6.1.156-177.286.amzn2023  | 
|  kernel-livepatch-repo-s3  |  2023.9.20251020-0.amzn2023  |  2023.9.20251027-0.amzn2023  | 
|  kernel-modules-extra  |  6.1.155-176.282.amzn2023  |  6.1.156-177.286.amzn2023  | 
|  kernel-modules-extra-common  |  6.1.155-176.282.amzn2023  |  6.1.156-177.286.amzn2023  | 
|  kernel-tools  |  6.1.155-176.282.amzn2023  |  6.1.156-177.286.amzn2023  | 
|  lark  |  1.3.0  |  1.3.1  | 
|  libdnf  |  0.69.0-8.amzn2023.0.5  |  0.69.0-8.amzn2023.0.6  | 
|  librepo  |  1.14.5-2.amzn2023.0.1  |  1.14.5-2.amzn2023.0.2  | 
|  libsoup3  |  3.6.5-50.amzn2023  |  3.6.5-52.amzn2023  | 
|  libsss\$1certmap  |  2.9.4-1.amzn2023.0.2  |  2.9.4-1.amzn2023.0.3  | 
|  libsss\$1idmap  |  2.9.4-1.amzn2023.0.2  |  2.9.4-1.amzn2023.0.3  | 
|  libsss\$1nss\$1idmap  |  2.9.4-1.amzn2023.0.2  |  2.9.4-1.amzn2023.0.3  | 
|  libsss\$1sudo  |  2.9.4-1.amzn2023.0.2  |  2.9.4-1.amzn2023.0.3  | 
|  libxslt  |  1.1.43-1.amzn2023.0.2  |  1.1.43-1.amzn2023.0.3  | 
|  libxslt-devel  |  1.1.43-1.amzn2023.0.2  |  1.1.43-1.amzn2023.0.3  | 
|  marshmallow  |  4.0.1  |  4.1.0  | 
|  narwhals  |  2.9.0  |  2.10.1  | 
|  perl-Math-BigInt-FastCalc  |  0.500.900-458.amzn2023.0.2  |  0.501.400-3.amzn2023.0.1  | 
|  pillow  |  11.3.0  |  12.0.0  | 
|  platformdirs  |  4.2.2  |  4.5.0  | 
|  psutil  |  7.1.1  |  7.1.2  | 
|  python3  |  3.9.23-1.amzn2023.0.3  |  3.9.24-1.amzn2023.0.3  | 
|  python3-audit  |  3.1.5-1.amzn2023.0.1  |  3.1.5-1.amzn2023.0.2  | 
|  python3-hawkey  |  0.69.0-8.amzn2023.0.5  |  0.69.0-8.amzn2023.0.6  | 
|  python3-libdnf  |  0.69.0-8.amzn2023.0.5  |  0.69.0-8.amzn2023.0.6  | 
|  python3-libs  |  3.9.23-1.amzn2023.0.3  |  3.9.24-1.amzn2023.0.3  | 
|  runc  |  1.3.1-1.amzn2023.0.1  |  1.3.2-2.amzn2023.0.1  | 
|  sagemaker  |  2.253.1  |  2.254.1  | 
|  sagemaker-core  |  1.0.59  |  1.0.61  | 
|  scipy  |  1.16.2  |  1.16.3  | 
|  sssd-client  |  2.9.4-1.amzn2023.0.2  |  2.9.4-1.amzn2023.0.3  | 
|  sssd-common  |  2.9.4-1.amzn2023.0.2  |  2.9.4-1.amzn2023.0.3  | 
|  sssd-kcm  |  2.9.4-1.amzn2023.0.2  |  2.9.4-1.amzn2023.0.3  | 
|  sssd-nfs-idmap  |  2.9.4-1.amzn2023.0.2  |  2.9.4-1.amzn2023.0.3  | 
|  starlette  |  0.48.0  |  0.49.3  | 
|  system-release  |  2023.9.20251020-0.amzn2023  |  2023.9.20251027-0.amzn2023  | 
|  tblib  |  3.2.0  |  3.2.1  | 
|  termcolor  |  3.1.0  |  3.2.0  | 
|  typing\$1extensions  |  4.15.0  |  4.12.2  | 
|  webcolors  |  24.11.1  |  25.10.0  | 
|  xyzservices  |  2025.4.0  |  2025.10.0  | 
|  zipp  |  3.23.0  |  3.19.2  | 

##### Removed Packages
<a name="removed-package-info-gpupt25oss-al2023-2025-11-10"></a>


| Package Name | 
| --- | 
|  kernel-livepatch-6.1.155-176.282  | 

# Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.5.1 (Amazon Linux 2023) 20251007
<a name="aws-deep-learning-ami-gpupt25oss-al2023-2025-10-14"></a>

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

##### Notices
<a name="notices-gpupt25oss-al2023"></a>
+  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
<a name="major-package-versions-gpupt25oss-al2023-2025-10-14"></a>


| 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  | 
|  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  |  3.3.3050.0  | 
|  kernel\$1version  |  6.1.153-175.280.amzn2023.x86\$164  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.17.8  | 
|  ofi\$1nccl\$1version  |  1.16.3  | 
|  operating\$1system  |  Amazon Linux 2023.9.20250929  | 
|  default\$1cuda  |  /usr/local/cuda-12.4/  | 
|  compute\$1architecture  |  x86\$164  | 

##### Package Changes from Previous Release
<a name="release-notes-gpupt25oss-al2023-2025-10-14"></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-gpupt25oss-al2023-2025-10-14"></a>


|  | 
| --- |
|  kernel-livepatch-6.1.153-175.280-1.0-0.amzn2023  | 
|  nvidia-fabricmanager-580.95.05-1  | 

##### Updated Packages
<a name="updated-package-info-gpupt25oss-al2023-2025-10-14"></a>


| Package Name | Previous Version | New Version | 
| --- | --- | --- | 
|  Authlib  |  1.6.4  |  1.6.5  | 
|  MarkupSafe  |  3.0.2  |  3.0.3  | 
|  amazon-linux-repo-s3  |  2023.8.20250915-0.amzn2023  |  2023.9.20250929-0.amzn2023  | 
|  amazon-rpm-config  |  228-9.amzn2023.0.1  |  228-10.amzn2023.0.1  | 
|  amazon-ssm-agent  |  3.3.2299.0-1.amzn2023  |  3.3.3050.0-1.amzn2023  | 
|  attrs  |  25.3.0  |  25.4.0  | 
|  awscli  |  2.31.3  |  2.31.9  | 
|  beautifulsoup4  |  4.13.5  |  4.14.2  | 
|  binutils  |  2.41-50.amzn2023.0.3  |  2.41-50.amzn2023.0.4  | 
|  boto3  |  1.40.40  |  1.40.46  | 
|  botocore  |  1.40.40  |  1.40.46  | 
|  certifi  |  2025.8.3  |  2025.10.5  | 
|  container-selinux  |  2.233.0-1.amzn2023  |  2.242.0-1.amzn2023  | 
|  coreutils  |  8.32-30.amzn2023.0.3  |  8.32-30.amzn2023.0.4  | 
|  coreutils-common  |  8.32-30.amzn2023.0.3  |  8.32-30.amzn2023.0.4  | 
|  cpp14  |  14.2.1-7.amzn2023.0.1  |  14.2.1-7.amzn2023.0.2  | 
|  cryptography  |  46.0.1  |  46.0.2  | 
|  cups-filesystem  |  2.4.11-8.amzn2023.0.1  |  2.4.14-1.amzn2023.0.1  | 
|  cups-libs  |  2.4.11-8.amzn2023.0.1  |  2.4.14-1.amzn2023.0.1  | 
|  dnf-plugin-support-info  |  1.7-1.amzn2023  |  1.8-1.amzn2023  | 
|  efa  |  2.17.2-1.amzn2023  |  2.17.3-1.amzn2023  | 
|  expat  |  2.6.3-1.amzn2023.0.2  |  2.6.3-1.amzn2023.0.3  | 
|  fastapi  |  0.117.1  |  0.118.0  | 
|  fonttools  |  4.60.0  |  4.60.1  | 
|  gcc14  |  14.2.1-7.amzn2023.0.1  |  14.2.1-7.amzn2023.0.2  | 
|  inspectorssmplugin  |  1.0.398-1  |  1.0.399-1  | 
|  kernel  |  6.1.150-174.273.amzn2023  |  6.1.153-175.280.amzn2023  | 
|  kernel-devel  |  6.1.150-174.273.amzn2023  |  6.1.153-175.280.amzn2023  | 
|  kernel-headers  |  6.1.150-174.273.amzn2023  |  6.1.153-175.280.amzn2023  | 
|  kernel-libbpf  |  6.1.150-174.273.amzn2023  |  6.1.153-175.280.amzn2023  | 
|  kernel-livepatch-repo-s3  |  2023.8.20250915-0.amzn2023  |  2023.9.20250929-0.amzn2023  | 
|  kernel-modules-extra  |  6.1.150-174.273.amzn2023  |  6.1.153-175.280.amzn2023  | 
|  kernel-modules-extra-common  |  6.1.150-174.273.amzn2023  |  6.1.153-175.280.amzn2023  | 
|  kernel-tools  |  6.1.150-174.273.amzn2023  |  6.1.153-175.280.amzn2023  | 
|  libatomic  |  14.2.1-7.amzn2023.0.1  |  14.2.1-7.amzn2023.0.2  | 
|  libgcc  |  14.2.1-7.amzn2023.0.1  |  14.2.1-7.amzn2023.0.2  | 
|  libgccjit  |  14.2.1-7.amzn2023.0.1  |  14.2.1-7.amzn2023.0.2  | 
|  libgfortran  |  14.2.1-7.amzn2023.0.1  |  14.2.1-7.amzn2023.0.2  | 
|  libgomp  |  14.2.1-7.amzn2023.0.1  |  14.2.1-7.amzn2023.0.2  | 
|  libnccl-ofi  |  1.16.2-1.amzn2023  |  1.16.3-1.amzn2023  | 
|  libquadmath  |  14.2.1-7.amzn2023.0.1  |  14.2.1-7.amzn2023.0.2  | 
|  libstdc\$1\$1  |  14.2.1-7.amzn2023.0.1  |  14.2.1-7.amzn2023.0.2  | 
|  llvmlite  |  0.45.0  |  0.45.1  | 
|  microcode\$1ctl  |  2.1-53.amzn2023.0.13  |  2.1-53.amzn2023.0.14  | 
|  narwhals  |  2.5.0  |  2.7.0  | 
|  nltk  |  3.9.1  |  3.9.2  | 
|  numba  |  0.62.0  |  0.62.1  | 
|  nvlsm  |  2025.06.5-1  |  2025.06.6-1  | 
|  openjpeg2  |  2.4.0-11.amzn2023.0.6  |  2.5.2-5.amzn2023.0.1  | 
|  pandas  |  2.3.2  |  2.3.3  | 
|  platformdirs  |  4.4.0  |  4.2.2  | 
|  pydantic  |  2.11.9  |  2.11.10  | 
|  python3-awscrt  |  0.26.1-1.amzn2023.0.1  |  0.27.6-1.amzn2023.0.1  | 
|  rust-toolset-srpm-macros  |  1.89.0-1.amzn2023.0.3  |  1.90.0-1.amzn2023.0.1  | 
|  sagemaker  |  2.251.1  |  2.252.0  | 
|  selinux-policy  |  38.1.50-1.amzn2023.0.2  |  38.1.65-1.amzn2023.0.1  | 
|  selinux-policy-targeted  |  38.1.50-1.amzn2023.0.2  |  38.1.65-1.amzn2023.0.1  | 
|  system-release  |  2023.8.20250915-0.amzn2023  |  2023.9.20250929-0.amzn2023  | 
|  tomli  |  2.2.1  |  2.0.1  | 
|  typing-inspection  |  0.4.1  |  0.4.2  | 
|  typing\$1extensions  |  4.15.0  |  4.12.2  | 
|  zipp  |  3.19.2  |  3.23.0  | 

##### Removed Packages
<a name="removed-package-info-gpupt25oss-al2023-2025-10-14"></a>


| Package Name | 
| --- | 
|  kernel-livepatch-6.1.150-174.273  | 
|  nvidia-fabric-manager  | 

# Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.5.1 (Amazon Linux 2023) 20250927
<a name="aws-deep-learning-ami-gpupt25oss-al2023-2025-09-30"></a>

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

##### Major Package Versions
<a name="major-package-versions-gpupt25oss-al2023-2025-09-30"></a>


| Package Name | Version | 
| --- | --- | 
|  supported\$1ec2\$1instances  |  G4dn, G5, G6, Gr6, G6e, P4, P4de, P5, P5e, P5en  | 
|  operating\$1system  |  Amazon Linux 2023.8.20250915  | 
|  compute\$1architecture  |  x86\$164  | 
|  kernel\$1version  |  6.1.150-174.273.amzn2023.x86\$164  | 
|  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  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.2299.0  | 

##### Package Changes from Previous Release
<a name="release-notes-gpupt25oss-al2023-2025-09-30"></a>

**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
<a name="added-package-info-gpupt25oss-al2023-2025-09-30"></a>


|  | 
| --- |
|  kernel-livepatch-6.1.150-174.273-1.0-0.amzn2023  | 

##### Updated Packages
<a name="updated-package-info-gpupt25oss-al2023-2025-09-30"></a>


| Package Name | Previous Version | New Version | 
| --- | --- | --- | 
|  Authlib  |  1.6.3  |  1.6.4  | 
|  PyYAML  |  6.0.2  |  6.0.3  | 
|  amazon-linux-repo-s3  |  2023.8.20250908-0.amzn2023  |  2023.8.20250915-0.amzn2023  | 
|  anyio  |  4.10.0  |  4.11.0  | 
|  awscli  |  2.30.1  |  2.31.3  | 
|  boto3  |  1.40.30  |  1.40.40  | 
|  botocore  |  1.40.30  |  1.40.40  | 
|  cffi  |  1.17.1  |  2.0.0  | 
|  click  |  8.2.1  |  8.3.0  | 
|  containerd  |  2.0.5-1.amzn2023.0.2  |  2.0.6-1.amzn2023.0.1  | 
|  cryptography  |  45.0.7  |  46.0.1  | 
|  debugpy  |  1.8.16  |  1.8.17  | 
|  docker  |  25.0.8-1.amzn2023.0.5  |  25.0.8-1.amzn2023.0.6  | 
|  fastapi  |  0.116.1  |  0.117.1  | 
|  fonttools  |  4.59.2  |  4.60.0  | 
|  glibc  |  2.34-196.amzn2023.0.1  |  2.34-231.amzn2023.0.1  | 
|  glibc-all-langpacks  |  2.34-196.amzn2023.0.1  |  2.34-231.amzn2023.0.1  | 
|  glibc-common  |  2.34-196.amzn2023.0.1  |  2.34-231.amzn2023.0.1  | 
|  glibc-devel  |  2.34-196.amzn2023.0.1  |  2.34-231.amzn2023.0.1  | 
|  glibc-gconv-extra  |  2.34-196.amzn2023.0.1  |  2.34-231.amzn2023.0.1  | 
|  glibc-headers-x86  |  2.34-196.amzn2023.0.1  |  2.34-231.amzn2023.0.1  | 
|  glibc-locale-source  |  2.34-196.amzn2023.0.1  |  2.34-231.amzn2023.0.1  | 
|  gstreamer1-plugins-base  |  1.24.10-1.amzn2023.0.1  |  1.24.10-1.amzn2023.0.2  | 
|  gymnasium  |  1.2.0  |  1.2.1  | 
|  inspectorssmplugin  |  1.0.395-1  |  1.0.398-1  | 
|  jupyterlab  |  4.4.7  |  4.4.9  | 
|  kernel  |  6.1.148-173.267.amzn2023  |  6.1.150-174.273.amzn2023  | 
|  kernel-devel  |  6.1.148-173.267.amzn2023  |  6.1.150-174.273.amzn2023  | 
|  kernel-headers  |  6.1.148-173.267.amzn2023  |  6.1.150-174.273.amzn2023  | 
|  kernel-libbpf  |  6.1.148-173.267.amzn2023  |  6.1.150-174.273.amzn2023  | 
|  kernel-livepatch-repo-s3  |  2023.8.20250908-0.amzn2023  |  2023.8.20250915-0.amzn2023  | 
|  kernel-modules-extra  |  6.1.148-173.267.amzn2023  |  6.1.150-174.273.amzn2023  | 
|  kernel-modules-extra-common  |  6.1.148-173.267.amzn2023  |  6.1.150-174.273.amzn2023  | 
|  kernel-tools  |  6.1.148-173.267.amzn2023  |  6.1.150-174.273.amzn2023  | 
|  lark  |  1.2.2  |  1.3.0  | 
|  libtiff  |  4.4.0-4.amzn2023.0.21  |  4.4.0-4.amzn2023.0.22  | 
|  libunwind  |  1.4.0-5.amzn2023.0.2  |  1.4.0-5.amzn2023.0.3  | 
|  llvmlite  |  0.44.0  |  0.45.0  | 
|  lustre-client  |  2.15.6-19.amzn2023  |  2.15.6-21.amzn2023  | 
|  nbclassic  |  1.3.2  |  1.3.3  | 
|  numba  |  0.61.2  |  0.62.0  | 
|  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  | 
|  regex  |  2025.9.1  |  2025.9.18  | 
|  rust-toolset-srpm-macros  |  1.89.0-1.amzn2023.0.2  |  1.89.0-1.amzn2023.0.3  | 
|  safety-schemas  |  0.0.14  |  0.0.16  | 
|  starlette  |  0.47.3  |  0.48.0  | 
|  system-release  |  2023.8.20250908-0.amzn2023  |  2023.8.20250915-0.amzn2023  | 
|  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  |  3.23.0  |  3.19.2  | 

##### Removed Packages
<a name="removed-package-info-gpupt25oss-al2023-2025-09-30"></a>


| Package Name | 
| --- | 
|  kernel-livepatch-6.1.148-173.267  | 

#### Archive
<a name="archive-x86-gpu-pytorch-2.5-amazon-linux-2023"></a>

**Topics**
+ [Release Notes Archive](archive-detail-gpu-pytorch-2.5-amazon-linux-2023.md)

# Release Notes Archive
<a name="archive-detail-gpu-pytorch-2.5-amazon-linux-2023"></a>

##### Release Date: 2025-02-17
<a name="2025-02-17-gpu-pytorch-2.5-amazon-linux-2023"></a>

**AMI name:** Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.5.1 (Amazon Linux 2023) 20250216

##### Updated
<a name="w2aac25c13b7b7c15b5b3b5"></a>
+ 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
<a name="w2aac25c13b7b7c15b5b3b7"></a>
+ 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: 2025-01-08
<a name="2025-01-08-gpu-pytorch-2.5-amazon-linux-2023"></a>

**AMI name:** Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.5.1 (Amazon Linux 2023) 20250107

##### Added
<a name="w2aac25c13b7b7c15b5b5b5"></a>
+ Added Support for [G4dn instances](https://aws.amazon.com/ec2/instance-types/g4/).

##### Release Date: 2024-11-21
<a name="2024-11-21-gpu-pytorch-2.5-amazon-linux-2023"></a>

**AMI name:** Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.5.1 (Amazon Linux 2023) 20241120

##### Added
<a name="w2aac25c13b7b7c15b5b7b5"></a>
+ Initial release of the Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.5 for Amazon Linux 2023

##### Known Issues
<a name="w2aac25c13b7b7c15b5b7b7"></a>
+ This DLAMI does not support G4dn and G5 EC2 instances at this time. AWS is aware of an incompatibility that may result in CUDA initialization failures, affecting both G4dn and G5 instance families when using the open source NVIDIA drivers together with a Linux kernel version 6.1 or newer. This issue affects Linux distributions such as Amazon Linux 2023, Ubuntu 22.04 or newer, or SUSE Linux Enterprise Server 15 SP6 or newer, among others.

# AWS Deep Learning ARM64 AMI GPU PyTorch 2.5 (Ubuntu 22.04)
<a name="aws-deep-learning-arm64-gpu-pytorch-2.5-ubuntu-22-04"></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).

#### AMI Name Format
<a name="name-arm64-gpu-pytorch-2.5-ubuntu-22-04"></a>
+ Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.5.\$1\$1PATCH\$1VERSION\$1 (Ubuntu 22.04) \$1\$1YYYY-MM-DD\$1

#### SSM Parameter Query
<a name="ssm-param-arm64-gpu-pytorch-2.5-ubuntu-22-04"></a>

 **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/arm64/$SSM_PARAMETER \
        --query "Parameter.Value" \
        --output text
```

#### AWSCLI Query
<a name="awscli-arm64-gpu-pytorch-2.5-ubuntu-22-04"></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 ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.5.? (Ubuntu 22.04) ????????' 'Name=state,Values=available' --query 'reverse(sort_by(Images, &CreationDate))[:1].ImageId' --output text
```

#### Latest Releases
<a name="latest-release-arm64-gpu-pytorch-2.5-ubuntu-22-04"></a>

**Topics**
+ [Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.5.1 (Ubuntu 22.04) 20251031](aws-deep-learning-ami-gpupt25ossarm64-ul2204-2025-11-10.md)
+ [Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.5.1 (Ubuntu 22.04) 20251003](aws-deep-learning-ami-gpupt25ossarm64-ul2204-2025-10-14.md)
+ [Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.5.1 (Ubuntu 22.04) 20250926](aws-deep-learning-ami-gpupt25ossarm64-ul2204-2025-09-30.md)

# Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.5.1 (Ubuntu 22.04) 20251031
<a name="aws-deep-learning-ami-gpupt25ossarm64-ul2204-2025-11-10"></a>

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

##### Major Package Versions
<a name="major-package-versions-gpupt25ossarm64-ul2204-2025-11-10"></a>


| Package Name | Version | 
| --- | --- | 
|  framework\$1version  |  2.5.1  | 
|  supported\$1ec2\$1instances  |  G5g  | 
|  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  | 
|  operating\$1system  |  Ubuntu 22.04.5 LTS  | 
|  default\$1cuda  |  /usr/local/cuda-12.4/  | 
|  compute\$1architecture  |  aarch64  | 

##### Package Changes from Previous Release
<a name="release-notes-gpupt25ossarm64-ul2204-2025-11-10"></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-gpupt25ossarm64-ul2204-2025-11-10"></a>

No packages were added in this release.

##### Updated Packages
<a name="updated-package-info-gpupt25ossarm64-ul2204-2025-11-10"></a>


| Package Name | Previous Version | New Version | 
| --- | --- | --- | 
|  Brotli  |  1.1.0  |  1.2.0  | 
|  awscli  |  1.42.58  |  1.42.63  | 
|  binutils-aarch64-linux-gnu  |  2.38-4ubuntu2.8  |  2.38-4ubuntu2.10  | 
|  binutils-common  |  2.38-4ubuntu2.8  |  2.38-4ubuntu2.10  | 
|  boto3  |  1.40.58  |  1.40.63  | 
|  botocore  |  1.40.58  |  1.40.63  | 
|  docker-compose-plugin  |  2.40.2-1\$1ubuntu.22.04\$1jammy  |  2.40.3-1\$1ubuntu.22.04\$1jammy  | 
|  fastapi  |  0.120.0  |  0.120.3  | 
|  fsspec  |  2025.9.0  |  2025.10.0  | 
|  inspectorssmplugin  |  1.0.402  |  1.0.404  | 
|  ipykernel  |  7.0.1  |  7.1.0  | 
|  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  | 
|  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  | 
|  narwhals  |  2.9.0  |  2.10.1  | 
|  pillow  |  11.3.0  |  12.0.0  | 
|  psutil  |  7.1.1  |  7.1.2  | 
|  sagemaker  |  2.253.1  |  2.254.1  | 
|  sagemaker-core  |  1.0.59  |  1.0.61  | 
|  scipy  |  1.16.2  |  1.16.3  | 
|  starlette  |  0.48.0  |  0.49.1  | 
|  tblib  |  3.2.0  |  3.2.1  | 
|  termcolor  |  3.1.0  |  3.2.0  | 
|  tomli  |  2.0.1  |  2.3.0  | 
|  typing\$1extensions  |  4.15.0  |  4.12.2  | 
|  webcolors  |  24.11.1  |  25.10.0  | 
|  xyzservices  |  2025.4.0  |  2025.10.0  | 

##### Removed Packages
<a name="removed-package-info-gpupt25ossarm64-ul2204-2025-11-10"></a>

No packages were removed in this release.

# Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.5.1 (Ubuntu 22.04) 20251003
<a name="aws-deep-learning-ami-gpupt25ossarm64-ul2204-2025-10-14"></a>

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

##### Notices
<a name="notices-gpupt25ossarm64-ul2204"></a>
+  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
<a name="major-package-versions-gpupt25ossarm64-ul2204-2025-10-14"></a>


| Package Name | Version | 
| --- | --- | 
|  framework\$1version  |  2.5.1  | 
|  supported\$1ec2\$1instances  |  G5g  | 
|  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  |  6.8.0-1039-aws  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.17.8  | 
|  operating\$1system  |  Ubuntu 22.04.5 LTS  | 
|  default\$1cuda  |  /usr/local/cuda-12.4/  | 
|  compute\$1architecture  |  aarch64  | 

##### Package Changes from Previous Release
<a name="release-notes-gpupt25ossarm64-ul2204-2025-10-14"></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-gpupt25ossarm64-ul2204-2025-10-14"></a>

No packages were added in this release.

##### Updated Packages
<a name="updated-package-info-gpupt25ossarm64-ul2204-2025-10-14"></a>


| Package Name | Previous Version | New Version | 
| --- | --- | --- | 
|  Authlib  |  1.6.4  |  1.6.5  | 
|  MarkupSafe  |  3.0.2  |  3.0.3  | 
|  awscli  |  1.42.39  |  1.42.44  | 
|  beautifulsoup4  |  4.13.5  |  4.14.2  | 
|  boto3  |  1.40.39  |  1.40.44  | 
|  botocore  |  1.40.39  |  1.40.44  | 
|  cloud-init  |  25.1.4-0ubuntu0\$122.04.1  |  25.2-0ubuntu1\$122.04.1  | 
|  cryptography  |  46.0.1  |  46.0.2  | 
|  docker-buildx-plugin  |  0.28.0-0\$1ubuntu.22.04\$1jammy  |  0.29.1-1\$1ubuntu.22.04\$1jammy  | 
|  docker-ce-cli  |  28.4.0-1\$1ubuntu.22.04\$1jammy  |  28.5.0-1\$1ubuntu.22.04\$1jammy  | 
|  docker-ce-rootless-extras  |  28.4.0-1\$1ubuntu.22.04\$1jammy  |  28.5.0-1\$1ubuntu.22.04\$1jammy  | 
|  fastapi  |  0.117.1  |  0.118.0  | 
|  fonttools  |  4.60.0  |  4.60.1  | 
|  inspectorssmplugin  |  1.0.398  |  1.0.399  | 
|  jupyterlab  |  4.4.8  |  4.4.9  | 
|  libcurl3-gnutls  |  7.81.0-1ubuntu1.20  |  7.81.0-1ubuntu1.21  | 
|  libcurl4  |  7.81.0-1ubuntu1.20  |  7.81.0-1ubuntu1.21  | 
|  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-libc-dev  |  5.15.0-156.166  |  5.15.0-157.167  | 
|  linux-tools-common  |  5.15.0-156.166  |  5.15.0-157.167  | 
|  llvmlite  |  0.45.0  |  0.45.1  | 
|  narwhals  |  2.5.0  |  2.6.0  | 
|  needrestart  |  3.5-5ubuntu2.4  |  3.5-5ubuntu2.5  | 
|  nltk  |  3.9.1  |  3.9.2  | 
|  numba  |  0.62.0  |  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  | 
|  sagemaker  |  2.251.1  |  2.252.0  | 
|  tomli  |  2.2.1  |  2.0.1  | 
|  typing-inspection  |  0.4.1  |  0.4.2  | 
|  typing\$1extensions  |  4.12.2  |  4.15.0  | 

##### Removed Packages
<a name="removed-package-info-gpupt25ossarm64-ul2204-2025-10-14"></a>

No packages were removed in this release.

# Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.5.1 (Ubuntu 22.04) 20250926
<a name="aws-deep-learning-ami-gpupt25ossarm64-ul2204-2025-09-30"></a>

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

##### Major Package Versions
<a name="major-package-versions-gpupt25ossarm64-ul2204-2025-09-30"></a>


| Package Name | Version | 
| --- | --- | 
|  supported\$1ec2\$1instances  |  G5g  | 
|  operating\$1system  |  Ubuntu 22.04.5 LTS  | 
|  compute\$1architecture  |  aarch64  | 
|  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  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.17.8  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.2299.0  | 

##### Package Changes from Previous Release
<a name="release-notes-gpupt25ossarm64-ul2204-2025-09-30"></a>

**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
<a name="added-package-info-gpupt25ossarm64-ul2204-2025-09-30"></a>


|  | 
| --- |
|  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-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
<a name="updated-package-info-gpupt25ossarm64-ul2204-2025-09-30"></a>


| Package Name | Previous Version | New Version | 
| --- | --- | --- | 
|  PyYAML  |  6.0.2  |  6.0.3  | 
|  anyio  |  4.10.0  |  4.11.0  | 
|  awscli  |  1.42.34  |  1.42.39  | 
|  boto3  |  1.40.34  |  1.40.39  | 
|  botocore  |  1.40.34  |  1.40.39  | 
|  cffi  |  1.17.1  |  2.0.0  | 
|  containerd.io  |  1.7.27-1  |  1.7.28-0\$1ubuntu.22.04\$1jammy  | 
|  dpkg-dev  |  1.21.1ubuntu2.3  |  1.21.1ubuntu2.6  | 
|  fastapi  |  0.116.2  |  0.117.1  | 
|  grpcio  |  1.75.0  |  1.75.1  | 
|  grpcio-tools  |  1.75.0  |  1.75.1  | 
|  gymnasium  |  1.2.0  |  1.2.1  | 
|  inspectorssmplugin  |  1.0.396  |  1.0.398  | 
|  jupyterlab  |  4.4.7  |  4.4.8  | 
|  lark  |  1.2.2  |  1.3.0  | 
|  libc-bin  |  2.35-0ubuntu3.10  |  2.35-0ubuntu3.11  | 
|  libc-dev-bin  |  2.35-0ubuntu3.10  |  2.35-0ubuntu3.11  | 
|  libc-devtools  |  2.35-0ubuntu3.10  |  2.35-0ubuntu3.11  | 
|  libc6  |  2.35-0ubuntu3.10  |  2.35-0ubuntu3.11  | 
|  libc6-dev  |  2.35-0ubuntu3.10  |  2.35-0ubuntu3.11  | 
|  libdpkg-perl  |  1.21.1ubuntu2.3  |  1.21.1ubuntu2.6  | 
|  linux-aws  |  6.8.0-1036.38\$122.04.1  |  6.8.0-1039.41\$122.04.1  | 
|  linux-headers-aws  |  6.8.0-1036.38\$122.04.1  |  6.8.0-1039.41\$122.04.1  | 
|  linux-image-aws  |  6.8.0-1036.38\$122.04.1  |  6.8.0-1039.41\$122.04.1  | 
|  linux-libc-dev  |  5.15.0-153.163  |  5.15.0-156.166  | 
|  linux-tools-common  |  5.15.0-153.163  |  5.15.0-156.166  | 
|  locales  |  2.35-0ubuntu3.10  |  2.35-0ubuntu3.11  | 
|  lustre-client-modules-aws  |  6.8.0-1036.38\$122.04.1  |  6.8.0-1039.41\$122.04.1  | 
|  platformdirs  |  4.4.0  |  4.2.2  | 
|  pydantic  |  2.9.2  |  2.11.9  | 
|  pydantic\$1core  |  2.23.4  |  2.33.2  | 
|  pyparsing  |  3.2.4  |  3.2.5  | 
|  python3-pip  |  22.0.2\$1dfsg-1ubuntu0.6  |  22.0.2\$1dfsg-1ubuntu0.7  | 
|  python3-pip-whl  |  22.0.2\$1dfsg-1ubuntu0.6  |  22.0.2\$1dfsg-1ubuntu0.7  | 
|  ruamel.yaml.clib  |  0.2.12  |  0.2.14  | 
|  safety-schemas  |  0.0.14  |  0.0.16  | 
|  typer  |  0.17.4  |  0.19.2  | 
|  uvicorn  |  0.35.0  |  0.37.0  | 
|  wcwidth  |  0.2.13  |  0.2.14  | 

##### Removed Packages
<a name="removed-package-info-gpupt25ossarm64-ul2204-2025-09-30"></a>


| 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-tools-6.8.0-1036-aws  | 
|  lustre-client-modules-6.8.0-1036-aws  | 

#### Archive
<a name="archive-arm64-gpu-pytorch-2.5-ubuntu-22-04"></a>

**Topics**
+ [Release Notes Archive](archive-detail-arm64-ami-gpu-pytorch-2.5-ubuntu-22-04.md)

# Release Notes Archive
<a name="archive-detail-arm64-ami-gpu-pytorch-2.5-ubuntu-22-04"></a>

##### Release Date: 2025-02-17
<a name="2025-02-17-arm64-ami-gpu-pytorch-2.5-ubuntu-22-04"></a>

**AMI name**: Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.5.1 (Ubuntu 22.04) 20250215

##### Updated
<a name="w2aac25c13b7b9c15b5b3b5"></a>
+ 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
<a name="w2aac25c13b7b9c15b5b3b7"></a>
+ 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
<a name="2025-01-21-arm64-ami-gpu-pytorch-2.5-ubuntu-22-04"></a>

**AMI name**: Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.5.1 (Ubuntu 22.04) 20250117

##### Updated
<a name="w2aac25c13b7b9c15b5b5b5"></a>
+ 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: 2024-11-22
<a name="2024-11-22-arm64-ami-gpu-pytorch-2.5-ubuntu-22-04"></a>

**AMI name**: Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.5.1 (Ubuntu 22.04) 20241122

##### Added
<a name="w2aac25c13b7b9c15b5b7b5"></a>
+ Initial release of Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.5.1 (Ubuntu 22.04) series. Including a conda environment pytorch complimented with NVIDIA Driver R550, CUDA=12.4, cuDNN=8.9.7, PyTorch NCCL=2.21.5.

# AWS Deep Learning AMI GPU PyTorch 2.4 (Ubuntu 22.04)
<a name="aws-deep-learning-ami-gpu-pytorch-2.4-ubuntu-22-04"></a>

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

#### AMI Name Format
<a name="name-gpu-pytorch-2.4-ubuntu-22-04"></a>
+ Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.4.\$1\$1PATCH\$1VERSION\$1 (Ubuntu 22.04) \$1\$1YYYY-MM-DD\$1

#### Supported EC2 instances
<a name="instances-gpu-pytorch-2.4-ubuntu-22-04"></a>
+ Please refer to [Important changes to DLAMI](important-changes.md) .
+ Deep Learning with OSS Nvidia Driver supports G4dn, G5, G6, Gr6, P4, P4de, P5, P5e, P5en.

#### The AMI includes the following:
<a name="contents-gpu-pytorch-2.4-ubuntu-22-04"></a>
+ **Supported AWS Service**: EC2
+ **Operating System**: Ubuntu 22.04
+ **Compute Architecture**: x86
+ **Python**: /opt/conda/envs/pytorch/bin/python
+ **NVIDIA Driver**:
  + OSS Nvidia driver: 550.144.03
+ **NVIDIA CUDA12.1 stack**:
  + CUDA, NCCL and cuDDN installation path: /usr/local/cuda-12.4/
  + **Default CUDA:** 12.4
    + PATH /usr/local/cuda points to /usr/local/cuda-12.4/
    + Updated below env vars:
      +  LD\$1LIBRARY\$1PATH to have /usr/local/cuda/lib:/usr/local/cuda/lib64:/usr/local/cuda:/usr/local/cuda/targets/x86\$164-linux/lib
      + PATH to have /usr/local/cuda/bin/:/usr/local/cuda/include/
  + Compiled system NCCL Version present at /usr/local/cuda/: 2.21.5
  + PyTorch Compiled NCCL Version from PyTorch conda environment: 2.20.5
+  **NCCL Tests Location: ** 
  + all\$1reduce, all\$1gather and reduce\$1scatter: /usr/local/cuda-xx.x/efa/test-cuda-xx.x/
  + To run NCCL tests, LD\$1LIBRARY\$1PATH is already with updated with needed paths.
    + Common PATHs are already added to LD\$1LIBRARY\$1PATH:
      +  `/opt/amazon/efa/lib:/opt/amazon/openmpi/lib:/opt/aws-ofi-nccl/lib:/usr/local/lib:/usr/lib`
  + LD\$1LIBRARY\$1PATH is updated with CUDA version paths
    +  /usr/local/cuda/lib:/usr/local/cuda/lib64:/usr/local/cuda:/usr/local/cud/targets/x86\$164-linux/lib
+ **EFA Installer**: 1.34.0
+ **Nvidia GDRCopy:** 2.4.1
+ **Nvidia Transformer Engine:** v1.11.0
+ **AWS OFI NCCL plugin**: is installed as part of the `EFA Installer-aws`
  + **Installation path:** `/opt/aws-ofi-nccl/` . Path `/opt/aws-ofi-nccl/lib` is added to LD\$1LIBRARY\$1PATH.
  + **Tests path** for ring, message\$1transfer: `/opt/aws-ofi-nccl/tests`
  + Note: PyTorch package comes with dynamically linked AWS OFI NCCL plugin as a conda package `aws-ofi-nccl-dlc` package as well and PyTorch will use that package instead of system AWS OFI NCCL.
+ **AWS CLI v2** as `aws2` and **AWS CLI v1** as `aws`
+ **EBS volume type**: gp3
+ **Python version:** 3.11
+  **Query AMI-ID with SSM Parameter (example Region is us-east-1):** 
  +  **OSS Nvidia Driver:** 

    ```
    aws ssm get-parameter --region us-east-1 \
            --name /aws/service/deeplearning/ami/x86_64/oss-nvidia-driver-gpu-pytorch-2.4-ubuntu-22.04/latest/ami-id \
            --query "Parameter.Value" \
            --output text
    ```
+  **Query AMI-ID with AWSCLI (example Region is us-east-1):** 
  +  **OSS Nvidia Driver:** 

    ```
    aws ec2 describe-images --region us-east-1 \
        --owners amazon \
        --filters 'Name=name,Values=Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.4.? (Ubuntu 22.04) ????????' 'Name=state,Values=available' \
        --query 'reverse(sort_by(Images, &CreationDate))[:1].ImageId' \
        --output text
    ```

#### Notices
<a name="notices-gpu-pytorch-2.4-ubuntu-22-04"></a>

**P5/P5e instances**
+ DeviceIndex is unique to each NetworkCard, and must be a non-negative integer less than the limit of ENIs per NetworkCard. On P5, the number of ENIs per NetworkCard is 2, meaning that the only valid values for DeviceIndex is 0 or 1. Below is the example of EC2 P5 instance launch command using awscli showing NetworkCardIndex from number 0-31 and DeviceIndex as 0 for first interface and DeviceIndex as 1 for rest 31 interrfaces.

```
aws ec2 run-instances --region $REGION \
    --instance-type $INSTANCETYPE \
    --image-id $AMI --key-name $KEYNAME \
    --iam-instance-profile "Name=dlami-builder" \
    --tag-specifications "ResourceType=instance,Tags=[{Key=Name,Value=$TAG}]" \
    --network-interfaces "NetworkCardIndex=0,DeviceIndex=0,Groups=$SG,SubnetId=$SUBNET,InterfaceType=efa" \
      "NetworkCardIndex=1,DeviceIndex=1,Groups=$SG,SubnetId=$SUBNET,InterfaceType=efa" \
      "NetworkCardIndex=2,DeviceIndex=1,Groups=$SG,SubnetId=$SUBNET,InterfaceType=efa" \
      "NetworkCardIndex=3,DeviceIndex=1,Groups=$SG,SubnetId=$SUBNET,InterfaceType=efa" \
      "NetworkCardIndex=4,DeviceIndex=1,Groups=$SG,SubnetId=$SUBNET,InterfaceType=efa" \
      ...
      "NetworkCardIndex=31,DeviceIndex=1,Groups=$SG,SubnetId=$SUBNET,InterfaceType=efa"
```

#### Release Date: 2025-02-17
<a name="2025-02-17-gpu-pytorch-2.4-ubuntu-22-04"></a>

**AMI name:** Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.4.1 (Ubuntu 22.04) 20250216

##### Updated
<a name="w2aac25c13b7c11c13b5"></a>
+ 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.

#### Release Date: 2025-01-21
<a name="2025-01-21-gpu-pytorch-2.4-ubuntu-22-04"></a>

**AMI name:** Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.4.1 (Ubuntu 22.04) 20250119

##### Updated
<a name="w2aac25c13b7c11c15b5"></a>
+ Upgraded Nvidia driver from version 550.127.05 to 550.144.03 to address CVE's present in the [NVIDIA GPU Display Driver Security Bulletin for January 2025](https://nvidia.custhelp.com/app/answers/detail/a_id/5614).

#### Release Date: 2024-11-18
<a name="2024-11-18-gpu-pytorch-2.4-ubuntu-22-04"></a>

**AMI name:** Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.4.1 (Ubuntu 22.04) 20241116

##### Fixed
<a name="w2aac25c13b7c11c17b5"></a>
+ 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
```

#### Release Date: 2024-10-16
<a name="2024-10-16-gpu-pytorch-2.4-ubuntu-22-04"></a>

**AMI name**: Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.4.1 (Ubuntu 22.04) 20241016

##### Added
<a name="w2aac25c13b7c11c19b5"></a>
+ Added Nvidia TransformerEngine v1.11.0 for accelerating Transformer models (For more details, please refer to [ https://docs.nvidia.com/deeplearning/transformer-engine/user-guide/index.html](https://docs.nvidia.com/deeplearning/transformer-engine/user-guide/index.html) )

#### Release Date: 2024-09-30
<a name="2024-09-30-gpu-pytorch-2.4-ubuntu-22-04"></a>

**AMI name**: Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.4.1 (Ubuntu 22.04) 20240929

##### Updated
<a name="w2aac25c13b7c11c21b5"></a>
+ Upgraded Nvidia Container Toolkit from version 1.16.1 to 1.16.2, addressing the security vulnerability [CVE-2024-0133](https://nvd.nist.gov/vuln/detail/CVE-2024-0133).

#### Release Date: 2024-09-26
<a name="2024-09-26-gpu-pytorch-2.4-ubuntu-22-04"></a>

**AMI name**: Deep Learning OSS Nvidia Driver AMI GPU PyTorch 2.4.1 (Ubuntu 22.04) 20240925

##### Added
<a name="w2aac25c13b7c11c23b5"></a>
+ 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=2.20.5, and EFA=1.34.0.

# AWS Deep Learning ARM64 AMI GPU PyTorch 2.4 (Ubuntu 22.04)
<a name="aws-deep-learning-arm64-ami-gpu-pytorch-2.4-ubuntu-22-04"></a>

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

#### AMI Name Format
<a name="name-arm64-ami-gpu-pytorch-2.4-ubuntu-22-04"></a>
+ Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.4.\$1\$1PATCH\$1VERSION\$1 (Ubuntu 22.04) \$1\$1YYYY-MM-DD\$1

#### Supported EC2 instances
<a name="instances-arm64-ami-gpu-pytorch-2.4-ubuntu-22-04"></a>
+ G5g

#### The AMI includes the following:
<a name="contents-arm64-ami-gpu-pytorch-2.4-ubuntu-22-04"></a>
+ **Supported AWS Service**: Amazon EC2
+ **Operating System**: Ubuntu 22.04
+ **Compute Architecture**: ARM64
+ **Python**: /opt/conda/envs/pytorch/bin/python
+ **Python version:** 3.11
+ **NVIDIA Driver**:
  + OSS Nvidia driver: 550.144.03
+ **NVIDIA CUDA12.1 stack**:
  + CUDA, NCCL and cuDDN installation path: /usr/local/cuda-12.4/
  + **Default CUDA:** 12.4
    + PATH /usr/local/cuda points to /usr/local/cuda-12.4/
    + Updated below env vars:
      + LD\$1LIBRARY\$1PATH to have /usr/local/cuda/lib:/usr/local/cuda/lib64:/usr/local/cuda:/usr/local/cuda/targets/sbsa-linux/lib:/usr/local/cuda/nvvm/lib64:/usr/local/cuda/extras/CUPTI/lib64
      + PATH to have /usr/local/cuda/bin/:/usr/local/cuda/include/
  + Compiled system NCCL Version present at /usr/local/cuda/: 2.21.5
  + PyTorch Compiled NCCL Version from PyTorch conda environment: 2.20.5
+ **AWS CLI v2** as aws2 and **AWS CLI v1** as aws
+ **EBS volume type**: gp3
+ **Query AMI-ID with SSM Parameter (example Region is us-east-1):**

  ```
  aws ssm get-parameter --region us-east-1 \
      --name /aws/service/deeplearning/ami/arm64/oss-nvidia-driver-gpu-pytorch-2.4-ubuntu-22.04/latest/ami-id  \
      --query "Parameter.Value" \
      --output text
  ```
+ **Query AMI-ID with AWSCLI (example Region is us-east-1):**

  ```
  aws ec2 describe-images --region us-east-1 \
      --owners amazon \
      --filters 'Name=name,Values=Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.4.? (Ubuntu 22.04) ????????' 'Name=state,Values=available' \
      --query 'reverse(sort_by(Images, &CreationDate))[:1].ImageId' \
      --output text
  ```

#### Release Date: 2025-02-17
<a name="2025-02-17-arm64-ami-gpu-pytorch-2.4-ubuntu-22-04"></a>

**AMI name**: Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.4.0 (Ubuntu 22.04) 20250215

##### Updated
<a name="w2aac25c13b7c13c11b5"></a>
+ 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
<a name="w2aac25c13b7c13c11b7"></a>
+ 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
<a name="2025-01-21-arm64-ami-gpu-pytorch-2.4-ubuntu-22-04"></a>

**AMI name**: Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.4.0 (Ubuntu 22.04) 20250117

##### Updated
<a name="w2aac25c13b7c13c13b5"></a>
+ 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: 2024-09-30
<a name="2024-09-30-arm64-ami-gpu-pytorch-2.4-ubuntu-22-04"></a>

**AMI name**: Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.4.0 (Ubuntu 22.04) 20240927

##### Updated
<a name="w2aac25c13b7c13c15b5"></a>
+ Upgraded Nvidia Container Toolkit from version 1.16.1 to 1.16.2, addressing the security vulnerability [CVE-2024-0133](https://nvd.nist.gov/vuln/detail/CVE-2024-0133).

#### Release Date: 2024-09-26
<a name="2024-09-26-arm64-ami-gpu-pytorch-2.4-ubuntu-22-04"></a>

**AMI name**: Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.4.0 (Ubuntu 22.04) 20240926

##### Added
<a name="w2aac25c13b7c13c17b5"></a>
+ Initial release of Deep Learning ARM64 AMI OSS Nvidia Driver GPU PyTorch 2.4.0 (Ubuntu 22.04) series. Including a conda environment pytorch complimented with NVIDIA Driver R550, CUDA=12.4, cuDNN=8.9.7, PyTorch NCCL=2.20.5.

### TensorFlow DLAMIs
<a name="tensorflow-archives"></a>

**Topics**
+ [GPU TensorFlow 2.18 (Amazon Linux 2023)](aws-deep-learning-x86-gpu-tensorflow-2.18-amazon-linux-2023.md)
+ [GPU TensorFlow 2.18 (Ubuntu 22.04)](aws-deep-learning-x86-gpu-tensorflow-2.18-ubuntu-22-04.md)
+ [GPU TensorFlow 2.17 (Ubuntu 22.04)](aws-deep-learning-x86-gpu-tensorflow-2.17-ubuntu-22-04.md)
+ [GPU TensorFlow 2.16 (Amazon Linux 2)](aws-deep-learning-ami-gpu-tensorflow-2.16-amazon-linux-2.md)
+ [GPU TensorFlow 2.16 (Ubuntu 20.04)](aws-deep-learning-ami-gpu-tensorflow-2.16-ubuntu-20-04.md)

# Deep Learning AMI GPU TensorFlow 2.18 (Amazon Linux 2023)
<a name="aws-deep-learning-x86-gpu-tensorflow-2.18-amazon-linux-2023"></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-tensorflow-2.18-amazon-linux-2023"></a>
+ TensorFlow 2.18 is the final TensorFlow version supported for DLAMI. For future framework DLAMIs, please consider using PyTorch DLAMIs.

#### AMI Name Format
<a name="name-x86-gpu-tensorflow-2.18-amazon-linux-2023"></a>
+ Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Amazon Linux 2023) \$1\$1YYYY-MM-DD\$1

#### SSM Parameter Query
<a name="ssm-param-x86-gpu-tensorflow-2.18-amazon-linux-2023"></a>

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

```
export SSM_PARAMETER=oss-nvidia-driver-gpu-tensorflow-2.18-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
<a name="awscli-x86-gpu-tensorflow-2.18-amazon-linux-2023"></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 TensorFlow 2.18 (Amazon Linux 2023) ????????' 'Name=state,Values=available' --query 'reverse(sort_by(Images, &CreationDate))[:1].ImageId' --output text
```

#### Latest Releases
<a name="latest-release-x86-gpu-tensorflow-2.18-amazon-linux-2023"></a>

**Topics**
+ [Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Amazon Linux 2023) 20260122](aws-deep-learning-ami-gputf218oss-al2023-2026-01-23.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Amazon Linux 2023) 20260121](aws-deep-learning-ami-gputf218oss-al2023-2026-01-21.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Amazon Linux 2023) 20260117](aws-deep-learning-ami-gputf218oss-al2023-2026-01-20.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Amazon Linux 2023) 20260103](aws-deep-learning-ami-gputf218oss-al2023-2026-01-08.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Amazon Linux 2023) 20251227](aws-deep-learning-ami-gputf218oss-al2023-2025-12-31.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Amazon Linux 2023) 20251209](aws-deep-learning-ami-gputf218oss-al2023-2025-12-10.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Amazon Linux 2023) 20251115](aws-deep-learning-ami-gputf218oss-al2023-2025-12-03.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Amazon Linux 2023) 20251103](aws-deep-learning-ami-gputf218oss-al2023-2025-11-10.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Amazon Linux 2023) 20251007](aws-deep-learning-ami-gputf218oss-al2023-2025-10-14.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Amazon Linux 2023) 20250927](aws-deep-learning-ami-gputf218oss-al2023-2025-09-30.md)

# Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Amazon Linux 2023) 20260122
<a name="aws-deep-learning-ami-gputf218oss-al2023-2026-01-23"></a>

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

##### Major Package Versions
<a name="major-package-versions-gputf218oss-al2023-2026-01-23"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G4dn, G5, G6, Gr6, G6e, P4d, P4de, P5, P5e, P5en  | 
|  operating\$1system  |  Amazon Linux 2023.10.20260105  | 
|  compute\$1architecture  |  x86\$164  | 
|  kernel\$1version  |  6.1.159-181.297.amzn2023.x86\$164  | 
|  framework\$1version  |  2.18  | 
|  python\$1location  |  /opt/tensorflow/bin/python3  | 
|  nvidia\$1driver  |  580.126.09  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.5  | 
|  gdr\$1copy  |  2.4.4  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.1  | 
|  efa\$1version  |  1.45.0  | 
|  ofi\$1nccl\$1version  |  1.17.2  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.3572.0  | 

##### Package Changes from Previous Release
<a name="release-notes-gputf218oss-al2023-2026-01-23"></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-gputf218oss-al2023-2026-01-23"></a>

No packages were added in this release.

##### Updated Packages
<a name="updated-package-info-gputf218oss-al2023-2026-01-23"></a>


| Package Name | Previous Version | New Version | 
| --- | --- | --- | 
|  Markdown  |  3.10  |  3.10.1  | 
|  SQLAlchemy  |  2.0.45  |  2.0.46  | 
|  boto3  |  1.42.31  |  1.42.32  | 
|  botocore  |  1.42.31  |  1.42.32  | 
|  importlib\$1metadata  |  8.0.0  |  8.7.1  | 
|  jaraco.functools  |  4.0.1  |  4.4.0  | 
|  jaraco.text  |  3.12.1  |  4.0.0  | 
|  jmespath  |  1.0.1  |  1.1.0  | 
|  nvidia-fabricmanager  |  580.105.08-1  |  580.126.09-1  | 
|  nvidia-ml-py  |  13.590.44  |  13.590.48  | 
|  packaging  |  25.0  |  26.0  | 
|  pandas  |  2.3.3  |  3.0.0  | 
|  pycparser  |  2.23  |  3.0  | 
|  pyparsing  |  3.3.1  |  3.3.2  | 
|  setuptools  |  80.9.0  |  80.10.1  | 
|  tomli  |  2.0.1  |  2.4.0  | 
|  typing\$1extensions  |  4.12.2  |  4.15.0  | 
|  wcwidth  |  0.2.14  |  0.3.0  | 
|  wheel  |  0.45.1  |  0.46.3  | 
|  zipp  |  3.19.2  |  3.23.0  | 

##### Removed Packages
<a name="removed-package-info-gputf218oss-al2023-2026-01-23"></a>


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

# Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Amazon Linux 2023) 20260121
<a name="aws-deep-learning-ami-gputf218oss-al2023-2026-01-21"></a>

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

##### Major Package Versions
<a name="major-package-versions-gputf218oss-al2023-2026-01-21"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G4dn, G5, G6, Gr6, G6e, P4d, P4de, P5, P5e, P5en  | 
|  operating\$1system  |  Amazon Linux 2023.10.20260105  | 
|  compute\$1architecture  |  x86\$164  | 
|  kernel\$1version  |  6.1.159-181.297.amzn2023.x86\$164  | 
|  framework\$1version  |  2.18  | 
|  python\$1location  |  /opt/tensorflow/bin/python3  | 
|  nvidia\$1driver  |  580.105.08  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.5  | 
|  gdr\$1copy  |  2.4.4  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.1  | 
|  efa\$1version  |  1.45.0  | 
|  ofi\$1nccl\$1version  |  1.17.2  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.3572.0  | 

##### Package Changes from Previous Release
<a name="release-notes-gputf218oss-al2023-2026-01-21"></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-gputf218oss-al2023-2026-01-21"></a>

No packages were added in this release.

##### Updated Packages
<a name="updated-package-info-gputf218oss-al2023-2026-01-21"></a>


| Package Name | Previous Version | New Version | 
| --- | --- | --- | 
|  async-lru  |  2.0.5  |  2.1.0  | 
|  black  |  25.12.0  |  26.1.0  | 
|  boto3  |  1.42.30  |  1.42.31  | 
|  botocore  |  1.42.30  |  1.42.31  | 
|  dill  |  0.4.0  |  0.4.1  | 
|  platformdirs  |  4.2.2  |  4.5.1  | 
|  pytokens  |  0.3.0  |  0.4.0  | 
|  soupsieve  |  2.8.1  |  2.8.3  | 

##### Removed Packages
<a name="removed-package-info-gputf218oss-al2023-2026-01-21"></a>

No packages were removed in this release.

# Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Amazon Linux 2023) 20260117
<a name="aws-deep-learning-ami-gputf218oss-al2023-2026-01-20"></a>

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

##### Major Package Versions
<a name="major-package-versions-gputf218oss-al2023-2026-01-20"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G4dn, G5, G6, Gr6, G6e, P4d, P4de, P5, P5e, P5en  | 
|  operating\$1system  |  Amazon Linux 2023.10.20260105  | 
|  compute\$1architecture  |  x86\$164  | 
|  kernel\$1version  |  6.1.159-181.297.amzn2023.x86\$164  | 
|  framework\$1version  |  2.18  | 
|  python\$1location  |  /opt/tensorflow/bin/python3  | 
|  nvidia\$1driver  |  580.105.08  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.5  | 
|  gdr\$1copy  |  2.4.4  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.1  | 
|  efa\$1version  |  1.45.0  | 
|  ofi\$1nccl\$1version  |  1.17.2  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.3572.0  | 

##### Package Changes from Previous Release
<a name="release-notes-gputf218oss-al2023-2026-01-20"></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-gputf218oss-al2023-2026-01-20"></a>

No packages were added in this release.

##### Updated Packages
<a name="updated-package-info-gputf218oss-al2023-2026-01-20"></a>


| Package Name | Previous Version | New Version | 
| --- | --- | --- | 
|  Send2Trash  |  2.0.0  |  2.1.0  | 
|  boto3  |  1.42.25  |  1.42.30  | 
|  botocore  |  1.42.25  |  1.42.30  | 
|  dask  |  2025.12.0  |  2026.1.1  | 
|  inspectorssmplugin  |  1.0.432-1  |  1.0.434-1  | 
|  jaraco.context  |  5.3.0  |  6.1.0  | 
|  jupyter\$1server\$1terminals  |  0.5.3  |  0.5.4  | 
|  jupyterlab  |  4.5.1  |  4.5.2  | 
|  keras  |  3.13.0  |  3.13.1  | 
|  librt  |  0.7.7  |  0.7.8  | 
|  notebook  |  7.5.1  |  7.5.2  | 
|  packaging  |  25.0  |  24.2  | 
|  plotly  |  6.5.1  |  6.5.2  | 
|  prometheus\$1client  |  0.23.1  |  0.24.1  | 
|  regex  |  2025.11.3  |  2026.1.15  | 
|  scipy  |  1.16.3  |  1.17.0  | 
|  tomlkit  |  0.13.3  |  0.14.0  | 
|  typing\$1extensions  |  4.12.2  |  4.15.0  | 

##### Removed Packages
<a name="removed-package-info-gputf218oss-al2023-2026-01-20"></a>

No packages were removed in this release.

# Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Amazon Linux 2023) 20260103
<a name="aws-deep-learning-ami-gputf218oss-al2023-2026-01-08"></a>

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

##### Major Package Versions
<a name="major-package-versions-gputf218oss-al2023-2026-01-08"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G4dn, G5, G6, Gr6, G6e, P4d, P4de, P5, P5e, P5en  | 
|  operating\$1system  |  Amazon Linux 2023.9.20251208  | 
|  compute\$1architecture  |  x86\$164  | 
|  kernel\$1version  |  6.1.158-180.294.amzn2023.x86\$164  | 
|  framework\$1version  |  2.18  | 
|  python\$1location  |  /opt/tensorflow/bin/python3  | 
|  nvidia\$1driver  |  580.105.08  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.5  | 
|  gdr\$1copy  |  2.4.4  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.1  | 
|  efa\$1version  |  1.45.0  | 
|  ofi\$1nccl\$1version  |  1.17.2  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.3050.0  | 

##### Package Changes from Previous Release
<a name="release-notes-gputf218oss-al2023-2026-01-08"></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-gputf218oss-al2023-2026-01-08"></a>

No packages were added in this release.

##### Updated Packages
<a name="updated-package-info-gputf218oss-al2023-2026-01-08"></a>


| Package Name | Previous Version | New Version | 
| --- | --- | --- | 
|  Send2Trash  |  1.8.3  |  2.0.0  | 
|  boto3  |  1.42.17  |  1.42.21  | 
|  botocore  |  1.42.17  |  1.42.21  | 
|  celery  |  5.6.0  |  5.6.1  | 
|  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  | 
|  kombu  |  5.6.1  |  5.6.2  | 
|  librt  |  0.7.5  |  0.7.7  | 
|  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  | 

##### Removed Packages
<a name="removed-package-info-gputf218oss-al2023-2026-01-08"></a>


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

# Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Amazon Linux 2023) 20251227
<a name="aws-deep-learning-ami-gputf218oss-al2023-2025-12-31"></a>

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

##### Major Package Versions
<a name="major-package-versions-gputf218oss-al2023-2025-12-31"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G4dn, G5, G6, Gr6, G6e, P4d, P4de, P5, P5e, P5en  | 
|  operating\$1system  |  Amazon Linux 2023.9.20251208  | 
|  compute\$1architecture  |  x86\$164  | 
|  kernel\$1version  |  6.1.158-180.294.amzn2023.x86\$164  | 
|  framework\$1version  |  2.18  | 
|  python\$1location  |  /opt/tensorflow/bin/python3  | 
|  nvidia\$1driver  |  580.105.08  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.5  | 
|  gdr\$1copy  |  2.4.4  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.1  | 
|  efa\$1version  |  1.45.0  | 
|  ofi\$1nccl\$1version  |  1.17.2  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.3050.0  | 

##### Package Changes from Previous Release
<a name="release-notes-gputf218oss-al2023-2025-12-31"></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-gputf218oss-al2023-2025-12-31"></a>

No packages were added in this release.

##### Updated Packages
<a name="updated-package-info-gputf218oss-al2023-2025-12-31"></a>


| Package Name | Previous Version | New Version | 
| --- | --- | --- | 
|  boto3  |  1.42.9  |  1.42.17  | 
|  botocore  |  1.42.9  |  1.42.17  | 
|  debugpy  |  1.8.18  |  1.8.19  | 
|  docutils  |  0.22.3  |  0.22.4  | 
|  fastapi  |  0.124.4  |  0.127.1  | 
|  filelock  |  3.20.0  |  3.20.1  | 
|  flatbuffers  |  25.9.23  |  25.12.19  | 
|  inspectorssmplugin  |  1.0.428-1  |  1.0.430-1  | 
|  jaraco.context  |  6.0.1  |  5.3.0  | 
|  jaraco.functools  |  4.3.0  |  4.4.0  | 
|  joblib  |  1.5.2  |  1.5.3  | 
|  jupyterlab  |  4.5.0  |  4.5.1  | 
|  keras  |  3.12.0  |  3.13.0  | 
|  librt  |  0.7.3  |  0.7.5  | 
|  marshmallow  |  4.1.1  |  4.1.2  | 
|  mistune  |  3.1.4  |  3.2.0  | 
|  mypy  |  1.19.0  |  1.19.1  | 
|  narwhals  |  2.13.0  |  2.14.0  | 
|  nbclient  |  0.10.2  |  0.10.4  | 
|  notebook  |  7.5.0  |  7.5.1  | 
|  packaging  |  24.2  |  25.0  | 
|  pipenv  |  2026.0.2  |  2026.0.3  | 
|  platformdirs  |  4.5.1  |  4.2.2  | 
|  psutil  |  7.1.3  |  7.2.0  | 
|  pyparsing  |  3.2.5  |  3.3.1  | 
|  ruamel.yaml  |  0.18.16  |  0.18.17  | 
|  soupsieve  |  2.8  |  2.8.1  | 
|  tornado  |  6.5.3  |  6.5.4  | 
|  typer  |  0.20.0  |  0.21.0  | 
|  typing\$1extensions  |  4.15.0  |  4.12.2  | 

##### Removed Packages
<a name="removed-package-info-gputf218oss-al2023-2025-12-31"></a>

No packages were removed in this release.

# Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Amazon Linux 2023) 20251209
<a name="aws-deep-learning-ami-gputf218oss-al2023-2025-12-10"></a>

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

##### Major Package Versions
<a name="major-package-versions-gputf218oss-al2023-2025-12-10"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G4dn, G5, G6, Gr6, G6e, P4d, P4de, P5, P5e, P5en  | 
|  operating\$1system  |  Amazon Linux 2023.9.20251117  | 
|  compute\$1architecture  |  x86\$164  | 
|  kernel\$1version  |  6.1.158-178.288.amzn2023.x86\$164  | 
|  framework\$1version  |  2.18  | 
|  python\$1location  |  /opt/tensorflow/bin/python3  | 
|  nvidia\$1driver  |  580.105.08  | 
|  default\$1cuda  |  /usr/local/cuda-12.5/  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.5  | 
|  gdr\$1copy  |  2.4.4  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.1  | 
|  efa\$1version  |  1.45.0  | 
|  ofi\$1nccl\$1version  |  1.17.2  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.3050.0  | 

##### Package Changes from Previous Release
<a name="release-notes-gputf218oss-al2023-2025-12-10"></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-gputf218oss-al2023-2025-12-10"></a>


|  | 
| --- |
|  exceptiongroup-1.3.1  | 
|  tzlocal-5.3.1  | 

##### Updated Packages
<a name="updated-package-info-gputf218oss-al2023-2025-12-10"></a>


| Package Name | Previous Version | New Version | 
| --- | --- | --- | 
|  beautifulsoup4  |  4.14.2  |  4.14.3  | 
|  billiard  |  4.2.3  |  4.2.4  | 
|  black  |  25.11.0  |  25.12.0  | 
|  boto3  |  1.41.5  |  1.42.5  | 
|  botocore  |  1.41.5  |  1.42.5  | 
|  celery  |  5.5.3  |  5.6.0  | 
|  fastapi  |  0.122.0  |  0.124.0  | 
|  fsspec  |  2025.10.0  |  2025.12.0  | 
|  gast  |  0.6.0  |  0.7.0  | 
|  greenlet  |  3.2.4  |  3.3.0  | 
|  inspectorssmplugin  |  1.0.419-1  |  1.0.423-1  | 
|  ipython  |  9.7.0  |  9.8.0  | 
|  jaraco.context  |  6.0.1  |  5.3.0  | 
|  jaraco.functools  |  4.3.0  |  4.0.1  | 
|  kombu  |  5.5.4  |  5.6.1  | 
|  libnvidia-container-tools  |  1.18.0-1  |  1.18.1-1  | 
|  libnvidia-container1  |  1.18.0-1  |  1.18.1-1  | 
|  librt  |  0.6.2  |  0.7.3  | 
|  marshmallow  |  4.1.0  |  4.1.1  | 
|  more-itertools  |  10.8.0  |  10.3.0  | 
|  narwhals  |  2.12.0  |  2.13.0  | 
|  nvidia-container-toolkit  |  1.18.0-1  |  1.18.1-1  | 
|  nvidia-container-toolkit-base  |  1.18.0-1  |  1.18.1-1  | 
|  nvidia-fabricmanager  |  580.95.05-1  |  580.105.08-1  | 
|  nvidia-ml-py  |  13.580.82  |  13.590.44  | 
|  pipenv  |  2025.0.4  |  2025.1.1  | 
|  platformdirs  |  4.5.0  |  4.5.1  | 
|  pylint  |  4.0.3  |  4.0.4  | 
|  pytest  |  9.0.1  |  9.0.2  | 
|  rpds-py  |  0.29.0  |  0.30.0  | 
|  s3transfer  |  0.15.0  |  0.16.0  | 
|  urllib3  |  2.5.0  |  2.6.1  | 

##### Removed Packages
<a name="removed-package-info-gputf218oss-al2023-2025-12-10"></a>

No packages were removed in this release.

# Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Amazon Linux 2023) 20251115
<a name="aws-deep-learning-ami-gputf218oss-al2023-2025-12-03"></a>

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

##### Major Package Versions
<a name="major-package-versions-gputf218oss-al2023-2025-12-03"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G4dn, G5, G6, Gr6, G6e, P4d, P4de, P5, P5e, P5en  | 
|  operating\$1system  |  Amazon Linux 2023.9.20251110  | 
|  compute\$1architecture  |  x86\$164  | 
|  kernel\$1version  |  6.1.158-178.288.amzn2023.x86\$164  | 
|  framework\$1version  |  2.18  | 
|  python\$1location  |  /opt/tensorflow/bin/python3  | 
|  nvidia\$1driver  |  580.95.05  | 
|  default\$1cuda  |  /usr/local/cuda-12.5/  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.5  | 
|  gdr\$1copy  |  2.4.4  | 
|  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
<a name="release-notes-gputf218oss-al2023-2025-12-03"></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-gputf218oss-al2023-2025-12-03"></a>


|  | 
| --- |
|  ImageIO-2.37.2  | 
|  kernel-livepatch-6.1.158-178.288-1.0-0.amzn2023  | 

##### Updated Packages
<a name="updated-package-info-gputf218oss-al2023-2025-12-03"></a>


| Package Name | Previous Version | New Version | 
| --- | --- | --- | 
|  SecretStorage  |  3.4.0  |  3.4.1  | 
|  amazon-cloudwatch-agent  |  1.300059.1-1.amzn2023  |  1.300060.1-1.amzn2023  | 
|  amazon-linux-repo-s3  |  2023.9.20251027-0.amzn2023  |  2023.9.20251110-0.amzn2023  | 
|  annotated-doc  |  0.0.3  |  0.0.4  | 
|  astroid  |  4.0.1  |  4.0.2  | 
|  bind-libs  |  9.18.33-1.amzn2023.0.3  |  9.18.33-1.amzn2023.0.4  | 
|  bind-license  |  9.18.33-1.amzn2023.0.3  |  9.18.33-1.amzn2023.0.4  | 
|  bind-utils  |  9.18.33-1.amzn2023.0.3  |  9.18.33-1.amzn2023.0.4  | 
|  black  |  25.9.0  |  25.11.0  | 
|  bokeh  |  3.8.0  |  3.8.1  | 
|  boto3  |  1.40.65  |  1.40.74  | 
|  botocore  |  1.40.65  |  1.40.74  | 
|  certifi  |  2025.10.5  |  2025.11.12  | 
|  containerd  |  2.1.4-1.amzn2023.0.1  |  2.1.4-1.amzn2023.0.2  | 
|  dask  |  2025.10.0  |  2025.11.0  | 
|  dkms  |  3.2.1-182.amzn2023  |  3.3.0-183.amzn2023  | 
|  dnf-plugin-support-info  |  1.8-1.amzn2023  |  1.9-1.amzn2023  | 
|  docker  |  25.0.13-1.amzn2023.0.1  |  25.0.13-1.amzn2023.0.2  | 
|  docutils  |  0.22.2  |  0.22.3  | 
|  dwz  |  0.14-6.amzn2023.0.2  |  0.16-2.amzn2023.0.1  | 
|  fastapi  |  0.121.0  |  0.121.2  | 
|  ibacm  |  58.amzn0-1.amzn2023  |  59.amzn0-1.amzn2023  | 
|  infiniband-diags  |  58.amzn0-1.amzn2023  |  59.amzn0-1.amzn2023  | 
|  infiniband-diags-compat  |  58.amzn0-1.amzn2023  |  59.amzn0-1.amzn2023  | 
|  inspectorssmplugin  |  1.0.405-1  |  1.0.412-1  | 
|  ipython  |  9.6.0  |  9.7.0  | 
|  jaraco.functools  |  4.0.1  |  4.3.0  | 
|  kernel  |  6.1.156-177.286.amzn2023  |  6.1.158-178.288.amzn2023  | 
|  kernel-devel  |  6.1.156-177.286.amzn2023  |  6.1.158-178.288.amzn2023  | 
|  kernel-headers  |  6.1.156-177.286.amzn2023  |  6.1.158-178.288.amzn2023  | 
|  kernel-libbpf  |  6.1.156-177.286.amzn2023  |  6.1.158-178.288.amzn2023  | 
|  kernel-livepatch-repo-s3  |  2023.9.20251027-0.amzn2023  |  2023.9.20251110-0.amzn2023  | 
|  kernel-modules-extra  |  6.1.156-177.286.amzn2023  |  6.1.158-178.288.amzn2023  | 
|  kernel-modules-extra-common  |  6.1.156-177.286.amzn2023  |  6.1.158-178.288.amzn2023  | 
|  kernel-tools  |  6.1.156-177.286.amzn2023  |  6.1.158-178.288.amzn2023  | 
|  libcap  |  2.73-1.amzn2023.0.3  |  2.73-1.amzn2023.0.4  | 
|  libfabric-aws  |  2.1.0amzn5.0-1.amzn2023  |  2.3.1amzn1.0-1.amzn2023  | 
|  libfabric-aws-devel  |  2.1.0amzn5.0-1.amzn2023  |  2.3.1amzn1.0-1.amzn2023  | 
|  libibumad  |  58.amzn0-1.amzn2023  |  59.amzn0-1.amzn2023  | 
|  libibverbs  |  58.amzn0-1.amzn2023  |  59.amzn0-1.amzn2023  | 
|  libibverbs-utils  |  58.amzn0-1.amzn2023  |  59.amzn0-1.amzn2023  | 
|  libnccl-ofi  |  1.16.3-1.amzn2023  |  1.17.1-1.amzn2023  | 
|  librdmacm  |  58.amzn0-1.amzn2023  |  59.amzn0-1.amzn2023  | 
|  librdmacm-utils  |  58.amzn0-1.amzn2023  |  59.amzn0-1.amzn2023  | 
|  libssh  |  0.10.6-1.amzn2023.0.2  |  0.10.6-1.amzn2023.0.3  | 
|  libssh-config  |  0.10.6-1.amzn2023.0.2  |  0.10.6-1.amzn2023.0.3  | 
|  libssh-devel  |  0.10.6-1.amzn2023.0.2  |  0.10.6-1.amzn2023.0.3  | 
|  lustre-client  |  2.15.6-21.amzn2023  |  2.15.6-23.amzn2023  | 
|  lz4-libs  |  1.9.4-1.amzn2023.0.2  |  1.9.4-1.amzn2023.0.3  | 
|  more-itertools  |  10.8.0  |  10.3.0  | 
|  narwhals  |  2.10.1  |  2.11.0  | 
|  openmpi50-aws  |  5.0.6-11  |  5.0.8amzn1-11  | 
|  optree  |  0.17.0  |  0.18.0  | 
|  pam  |  1.5.1-8.amzn2023.0.6  |  1.5.1-8.amzn2023.0.7  | 
|  pip-tools  |  7.5.1  |  7.5.2  | 
|  pipdeptree  |  2.29.0  |  2.30.0  | 
|  plotly  |  6.3.1  |  6.4.0  | 
|  pydantic  |  2.12.3  |  2.9.2  | 
|  pydantic\$1core  |  2.41.4  |  2.23.4  | 
|  pylint  |  4.0.2  |  4.0.3  | 
|  pytest  |  8.4.2  |  9.0.1  | 
|  python3  |  3.9.24-1.amzn2023.0.3  |  3.9.24-1.amzn2023.0.4  | 
|  python3-libs  |  3.9.24-1.amzn2023.0.3  |  3.9.24-1.amzn2023.0.4  | 
|  python3-pyverbs  |  58.amzn0-1.amzn2023  |  59.amzn0-1.amzn2023  | 
|  pytokens  |  0.2.0  |  0.3.0  | 
|  rdma-core  |  58.amzn0-1.amzn2023  |  59.amzn0-1.amzn2023  | 
|  rdma-core-devel  |  58.amzn0-1.amzn2023  |  59.amzn0-1.amzn2023  | 
|  runc  |  1.3.2-2.amzn2023.0.1  |  1.3.3-2.amzn2023.0.1  | 
|  safety-schemas  |  0.0.16  |  0.0.14  | 
|  system-release  |  2023.9.20251027-0.amzn2023  |  2023.9.20251110-0.amzn2023  | 
|  typing\$1extensions  |  4.12.2  |  4.15.0  | 
|  wrapt  |  2.0.0  |  2.0.1  | 
|  zope.interface  |  8.0.1  |  8.1  | 

##### Removed Packages
<a name="removed-package-info-gputf218oss-al2023-2025-12-03"></a>


| Package Name | 
| --- | 
|  imageio  | 
|  kernel-livepatch-6.1.156-177.286  | 

# Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Amazon Linux 2023) 20251103
<a name="aws-deep-learning-ami-gputf218oss-al2023-2025-11-10"></a>

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

##### Major Package Versions
<a name="major-package-versions-gputf218oss-al2023-2025-11-10"></a>


| Package Name | Version | 
| --- | --- | 
|  framework\$1version  |  2.18  | 
|  gdr\$1copy  |  2.4.4  | 
|  supported\$1ec2\$1instances  |  G4dn, G5, G6, Gr6, G6e, P4d, P4de, P5, P5e, P5en  | 
|  efa\$1version  |  1.43.3  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  nvidia\$1driver  |  580.95.05  | 
|  python\$1location  |  /opt/tensorflow/bin/python3  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.5  | 
|  ssm\$1agent\$1version  |  3.3.3050.0  | 
|  kernel\$1version  |  6.1.156-177.286.amzn2023.x86\$164  | 
|  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  |  Amazon Linux 2023.9.20251027  | 
|  default\$1cuda  |  /usr/local/cuda-12.5/  | 
|  compute\$1architecture  |  x86\$164  | 

##### Package Changes from Previous Release
<a name="release-notes-gputf218oss-al2023-2025-11-10"></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-gputf218oss-al2023-2025-11-10"></a>


|  | 
| --- |
|  apr-util-lmdb-1.6.3-1.amzn2023.0.2  | 
|  kernel-livepatch-6.1.156-177.286-1.0-0.amzn2023  | 

##### Updated Packages
<a name="updated-package-info-gputf218oss-al2023-2025-11-10"></a>


| Package Name | Previous Version | New Version | 
| --- | --- | --- | 
|  Markdown  |  3.9  |  3.10  | 
|  aiohttp  |  3.13.1  |  3.13.2  | 
|  amazon-linux-repo-s3  |  2023.9.20251020-0.amzn2023  |  2023.9.20251027-0.amzn2023  | 
|  apr-util  |  1.6.3-1.amzn2023.0.1  |  1.6.3-1.amzn2023.0.2  | 
|  apr-util-openssl  |  1.6.3-1.amzn2023.0.1  |  1.6.3-1.amzn2023.0.2  | 
|  audit  |  3.1.5-1.amzn2023.0.1  |  3.1.5-1.amzn2023.0.2  | 
|  audit-libs  |  3.1.5-1.amzn2023.0.1  |  3.1.5-1.amzn2023.0.2  | 
|  bleach  |  6.2.0  |  6.3.0  | 
|  boost-filesystem  |  1.75.0-4.amzn2023.0.3  |  1.75.0-4.amzn2023.0.4  | 
|  boost-system  |  1.75.0-4.amzn2023.0.3  |  1.75.0-4.amzn2023.0.4  | 
|  boost-thread  |  1.75.0-4.amzn2023.0.3  |  1.75.0-4.amzn2023.0.4  | 
|  boto3  |  1.40.59  |  1.40.65  | 
|  botocore  |  1.40.59  |  1.40.65  | 
|  cloudpickle  |  3.1.1  |  3.1.2  | 
|  fastapi  |  0.120.0  |  0.121.0  | 
|  fsspec  |  2025.9.0  |  2025.10.0  | 
|  go-srpm-macros  |  3.2.0-37.amzn2023  |  3.8.0-1.amzn2023.0.1  | 
|  grub2-common  |  2.06-61.amzn2023.0.19  |  2.06-61.amzn2023.0.20  | 
|  grub2-efi-x64-ec2  |  2.06-61.amzn2023.0.19  |  2.06-61.amzn2023.0.20  | 
|  grub2-pc-modules  |  2.06-61.amzn2023.0.19  |  2.06-61.amzn2023.0.20  | 
|  grub2-tools  |  2.06-61.amzn2023.0.19  |  2.06-61.amzn2023.0.20  | 
|  grub2-tools-minimal  |  2.06-61.amzn2023.0.19  |  2.06-61.amzn2023.0.20  | 
|  inspectorssmplugin  |  1.0.402-1  |  1.0.405-1  | 
|  ipykernel  |  7.0.1  |  7.1.0  | 
|  ipywidgets  |  8.1.7  |  8.1.8  | 
|  jaraco.context  |  6.0.1  |  5.3.0  | 
|  java-17-amazon-corretto-headless  |  17.0.16\$18-1.amzn2023.1  |  17.0.17\$110-1.amzn2023.1  | 
|  jupyterlab\$1widgets  |  3.0.15  |  3.0.16  | 
|  keras  |  3.11.3  |  3.12.0  | 
|  kernel  |  6.1.155-176.282.amzn2023  |  6.1.156-177.286.amzn2023  | 
|  kernel-devel  |  6.1.155-176.282.amzn2023  |  6.1.156-177.286.amzn2023  | 
|  kernel-headers  |  6.1.155-176.282.amzn2023  |  6.1.156-177.286.amzn2023  | 
|  kernel-libbpf  |  6.1.155-176.282.amzn2023  |  6.1.156-177.286.amzn2023  | 
|  kernel-livepatch-repo-s3  |  2023.9.20251020-0.amzn2023  |  2023.9.20251027-0.amzn2023  | 
|  kernel-modules-extra  |  6.1.155-176.282.amzn2023  |  6.1.156-177.286.amzn2023  | 
|  kernel-modules-extra-common  |  6.1.155-176.282.amzn2023  |  6.1.156-177.286.amzn2023  | 
|  kernel-tools  |  6.1.155-176.282.amzn2023  |  6.1.156-177.286.amzn2023  | 
|  lark  |  1.3.0  |  1.3.1  | 
|  libdnf  |  0.69.0-8.amzn2023.0.5  |  0.69.0-8.amzn2023.0.6  | 
|  librepo  |  1.14.5-2.amzn2023.0.1  |  1.14.5-2.amzn2023.0.2  | 
|  libsoup3  |  3.6.5-50.amzn2023  |  3.6.5-52.amzn2023  | 
|  libsss\$1certmap  |  2.9.4-1.amzn2023.0.2  |  2.9.4-1.amzn2023.0.3  | 
|  libsss\$1idmap  |  2.9.4-1.amzn2023.0.2  |  2.9.4-1.amzn2023.0.3  | 
|  libsss\$1nss\$1idmap  |  2.9.4-1.amzn2023.0.2  |  2.9.4-1.amzn2023.0.3  | 
|  libsss\$1sudo  |  2.9.4-1.amzn2023.0.2  |  2.9.4-1.amzn2023.0.3  | 
|  libxslt  |  1.1.43-1.amzn2023.0.2  |  1.1.43-1.amzn2023.0.3  | 
|  libxslt-devel  |  1.1.43-1.amzn2023.0.2  |  1.1.43-1.amzn2023.0.3  | 
|  marshmallow  |  4.0.1  |  4.1.0  | 
|  narwhals  |  2.9.0  |  2.10.1  | 
|  nh3  |  0.3.1  |  0.3.2  | 
|  perl-Math-BigInt-FastCalc  |  0.500.900-458.amzn2023.0.2  |  0.501.400-3.amzn2023.0.1  | 
|  psutil  |  7.1.1  |  7.1.3  | 
|  python3  |  3.9.23-1.amzn2023.0.3  |  3.9.24-1.amzn2023.0.3  | 
|  python3-audit  |  3.1.5-1.amzn2023.0.1  |  3.1.5-1.amzn2023.0.2  | 
|  python3-hawkey  |  0.69.0-8.amzn2023.0.5  |  0.69.0-8.amzn2023.0.6  | 
|  python3-libdnf  |  0.69.0-8.amzn2023.0.5  |  0.69.0-8.amzn2023.0.6  | 
|  python3-libs  |  3.9.23-1.amzn2023.0.3  |  3.9.24-1.amzn2023.0.3  | 
|  redis  |  7.0.0  |  7.0.1  | 
|  regex  |  2025.10.23  |  2025.11.3  | 
|  runc  |  1.3.1-1.amzn2023.0.1  |  1.3.2-2.amzn2023.0.1  | 
|  scipy  |  1.16.2  |  1.16.3  | 
|  sssd-client  |  2.9.4-1.amzn2023.0.2  |  2.9.4-1.amzn2023.0.3  | 
|  sssd-common  |  2.9.4-1.amzn2023.0.2  |  2.9.4-1.amzn2023.0.3  | 
|  sssd-kcm  |  2.9.4-1.amzn2023.0.2  |  2.9.4-1.amzn2023.0.3  | 
|  sssd-nfs-idmap  |  2.9.4-1.amzn2023.0.2  |  2.9.4-1.amzn2023.0.3  | 
|  starlette  |  0.48.0  |  0.49.3  | 
|  system-release  |  2023.9.20251020-0.amzn2023  |  2023.9.20251027-0.amzn2023  | 
|  termcolor  |  3.1.0  |  3.2.0  | 
|  typing\$1extensions  |  4.15.0  |  4.12.2  | 
|  virtualenv  |  20.35.3  |  20.35.4  | 
|  webcolors  |  24.11.1  |  25.10.0  | 
|  widgetsnbextension  |  4.0.14  |  4.0.15  | 
|  xyzservices  |  2025.4.0  |  2025.10.0  | 

##### Removed Packages
<a name="removed-package-info-gputf218oss-al2023-2025-11-10"></a>


| Package Name | 
| --- | 
|  kernel-livepatch-6.1.155-176.282  | 

# Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Amazon Linux 2023) 20251007
<a name="aws-deep-learning-ami-gputf218oss-al2023-2025-10-14"></a>

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

##### Notices
<a name="notices-gputf218oss-al2023"></a>
+  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
<a name="major-package-versions-gputf218oss-al2023-2025-10-14"></a>


| Package Name | Version | 
| --- | --- | 
|  framework\$1version  |  2.18  | 
|  gdr\$1copy  |  2.4.4  | 
|  supported\$1ec2\$1instances  |  G4dn, G5, G6, Gr6, G6e, P4d, P4de, P5, P5e, P5en  | 
|  efa\$1version  |  1.43.3  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  nvidia\$1driver  |  580.95.05  | 
|  python\$1location  |  /opt/tensorflow/bin/python3  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.5  | 
|  ssm\$1agent\$1version  |  3.3.3050.0  | 
|  kernel\$1version  |  6.1.153-175.280.amzn2023.x86\$164  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.17.8  | 
|  ofi\$1nccl\$1version  |  1.16.3  | 
|  operating\$1system  |  Amazon Linux 2023.9.20250929  | 
|  default\$1cuda  |  /usr/local/cuda-12.5/  | 
|  compute\$1architecture  |  x86\$164  | 

##### Package Changes from Previous Release
<a name="release-notes-gputf218oss-al2023-2025-10-14"></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-gputf218oss-al2023-2025-10-14"></a>


|  | 
| --- |
|  kernel-livepatch-6.1.153-175.280-1.0-0.amzn2023  | 
|  nvidia-fabricmanager-580.95.05-1  | 

##### Updated Packages
<a name="updated-package-info-gputf218oss-al2023-2025-10-14"></a>


| Package Name | Previous Version | New Version | 
| --- | --- | --- | 
|  Authlib  |  1.6.4  |  1.6.5  | 
|  MarkupSafe  |  3.0.2  |  3.0.3  | 
|  aiohttp  |  3.12.15  |  3.13.0  | 
|  amazon-linux-repo-s3  |  2023.8.20250915-0.amzn2023  |  2023.9.20250929-0.amzn2023  | 
|  amazon-rpm-config  |  228-9.amzn2023.0.1  |  228-10.amzn2023.0.1  | 
|  amazon-ssm-agent  |  3.3.2299.0-1.amzn2023  |  3.3.3050.0-1.amzn2023  | 
|  attrs  |  25.3.0  |  25.4.0  | 
|  beautifulsoup4  |  4.13.5  |  4.14.2  | 
|  binutils  |  2.41-50.amzn2023.0.3  |  2.41-50.amzn2023.0.4  | 
|  boto3  |  1.40.40  |  1.40.46  | 
|  botocore  |  1.40.40  |  1.40.46  | 
|  certifi  |  2025.8.3  |  2025.10.5  | 
|  container-selinux  |  2.233.0-1.amzn2023  |  2.242.0-1.amzn2023  | 
|  coreutils  |  8.32-30.amzn2023.0.3  |  8.32-30.amzn2023.0.4  | 
|  coreutils-common  |  8.32-30.amzn2023.0.3  |  8.32-30.amzn2023.0.4  | 
|  cpp14  |  14.2.1-7.amzn2023.0.1  |  14.2.1-7.amzn2023.0.2  | 
|  cryptography  |  46.0.1  |  46.0.2  | 
|  cups-filesystem  |  2.4.11-8.amzn2023.0.1  |  2.4.14-1.amzn2023.0.1  | 
|  cups-libs  |  2.4.11-8.amzn2023.0.1  |  2.4.14-1.amzn2023.0.1  | 
|  dnf-plugin-support-info  |  1.7-1.amzn2023  |  1.8-1.amzn2023  | 
|  efa  |  2.17.2-1.amzn2023  |  2.17.3-1.amzn2023  | 
|  expat  |  2.6.3-1.amzn2023.0.2  |  2.6.3-1.amzn2023.0.3  | 
|  fastapi  |  0.117.1  |  0.118.0  | 
|  fonttools  |  4.60.0  |  4.60.1  | 
|  frozenlist  |  1.7.0  |  1.8.0  | 
|  gcc14  |  14.2.1-7.amzn2023.0.1  |  14.2.1-7.amzn2023.0.2  | 
|  inspectorssmplugin  |  1.0.398-1  |  1.0.399-1  | 
|  ipython  |  9.5.0  |  9.6.0  | 
|  isort  |  6.0.1  |  6.1.0  | 
|  kernel  |  6.1.150-174.273.amzn2023  |  6.1.153-175.280.amzn2023  | 
|  kernel-devel  |  6.1.150-174.273.amzn2023  |  6.1.153-175.280.amzn2023  | 
|  kernel-headers  |  6.1.150-174.273.amzn2023  |  6.1.153-175.280.amzn2023  | 
|  kernel-libbpf  |  6.1.150-174.273.amzn2023  |  6.1.153-175.280.amzn2023  | 
|  kernel-livepatch-repo-s3  |  2023.8.20250915-0.amzn2023  |  2023.9.20250929-0.amzn2023  | 
|  kernel-modules-extra  |  6.1.150-174.273.amzn2023  |  6.1.153-175.280.amzn2023  | 
|  kernel-modules-extra-common  |  6.1.150-174.273.amzn2023  |  6.1.153-175.280.amzn2023  | 
|  kernel-tools  |  6.1.150-174.273.amzn2023  |  6.1.153-175.280.amzn2023  | 
|  libatomic  |  14.2.1-7.amzn2023.0.1  |  14.2.1-7.amzn2023.0.2  | 
|  libgcc  |  14.2.1-7.amzn2023.0.1  |  14.2.1-7.amzn2023.0.2  | 
|  libgccjit  |  14.2.1-7.amzn2023.0.1  |  14.2.1-7.amzn2023.0.2  | 
|  libgfortran  |  14.2.1-7.amzn2023.0.1  |  14.2.1-7.amzn2023.0.2  | 
|  libgomp  |  14.2.1-7.amzn2023.0.1  |  14.2.1-7.amzn2023.0.2  | 
|  libnccl-ofi  |  1.16.2-1.amzn2023  |  1.16.3-1.amzn2023  | 
|  libquadmath  |  14.2.1-7.amzn2023.0.1  |  14.2.1-7.amzn2023.0.2  | 
|  libstdc\$1\$1  |  14.2.1-7.amzn2023.0.1  |  14.2.1-7.amzn2023.0.2  | 
|  llvmlite  |  0.45.0  |  0.45.1  | 
|  microcode\$1ctl  |  2.1-53.amzn2023.0.13  |  2.1-53.amzn2023.0.14  | 
|  multidict  |  6.6.4  |  6.7.0  | 
|  narwhals  |  2.5.0  |  2.7.0  | 
|  nh3  |  0.3.0  |  0.3.1  | 
|  nltk  |  3.9.1  |  3.9.2  | 
|  notebook  |  7.4.6  |  7.4.7  | 
|  numba  |  0.62.0  |  0.62.1  | 
|  openjpeg2  |  2.4.0-11.amzn2023.0.6  |  2.5.2-5.amzn2023.0.1  | 
|  pandas  |  2.3.2  |  2.3.3  | 
|  pip-tools  |  7.5.0  |  7.5.1  | 
|  plotly  |  6.3.0  |  6.3.1  | 
|  propcache  |  0.3.2  |  0.4.0  | 
|  pydantic  |  2.11.9  |  2.12.0  | 
|  pydantic\$1core  |  2.33.2  |  2.41.1  | 
|  pylint  |  3.3.8  |  3.3.9  | 
|  python-json-logger  |  3.3.0  |  4.0.0  | 
|  python3-awscrt  |  0.26.1-1.amzn2023.0.1  |  0.27.6-1.amzn2023.0.1  | 
|  rust-toolset-srpm-macros  |  1.89.0-1.amzn2023.0.3  |  1.90.0-1.amzn2023.0.1  | 
|  selinux-policy  |  38.1.50-1.amzn2023.0.2  |  38.1.65-1.amzn2023.0.1  | 
|  selinux-policy-targeted  |  38.1.50-1.amzn2023.0.2  |  38.1.65-1.amzn2023.0.1  | 
|  system-release  |  2023.8.20250915-0.amzn2023  |  2023.9.20250929-0.amzn2023  | 
|  typing-inspection  |  0.4.1  |  0.4.2  | 
|  yarl  |  1.20.1  |  1.22.0  | 

##### Removed Packages
<a name="removed-package-info-gputf218oss-al2023-2025-10-14"></a>


| Package Name | 
| --- | 
|  kernel-livepatch-6.1.150-174.273  | 
|  nvidia-fabric-manager  | 

# Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Amazon Linux 2023) 20250927
<a name="aws-deep-learning-ami-gputf218oss-al2023-2025-09-30"></a>

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

##### Major Package Versions
<a name="major-package-versions-gputf218oss-al2023-2025-09-30"></a>


| Package Name | Version | 
| --- | --- | 
|  supported\$1ec2\$1instances  |  G4dn, G5, G6, Gr6, G6e, P4d, P4de, P5, P5e, P5en  | 
|  operating\$1system  |  Amazon Linux 2023.8.20250915  | 
|  compute\$1architecture  |  x86\$164  | 
|  kernel\$1version  |  6.1.150-174.273.amzn2023.x86\$164  | 
|  framework\$1version  |  2.18  | 
|  python\$1location  |  /opt/tensorflow/bin/python3  | 
|  nvidia\$1driver  |  570.172.08  | 
|  default\$1cuda  |  /usr/local/cuda-12.5/  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.5  | 
|  gdr\$1copy  |  2.4.4  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.17.8  | 
|  efa\$1version  |  1.43.1  | 
|  ofi\$1nccl\$1version  |  1.16.2  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.2299.0  | 

##### Package Changes from Previous Release
<a name="release-notes-gputf218oss-al2023-2025-09-30"></a>

**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
<a name="added-package-info-gputf218oss-al2023-2025-09-30"></a>

No packages were added in this release.

##### Updated Packages
<a name="updated-package-info-gputf218oss-al2023-2025-09-30"></a>


| Package Name | Previous Version | New Version | 
| --- | --- | --- | 
|  PyYAML  |  6.0.2  |  6.0.3  | 
|  anyio  |  4.10.0  |  4.11.0  | 
|  billiard  |  4.2.1  |  4.2.2  | 
|  boto3  |  1.40.35  |  1.40.40  | 
|  botocore  |  1.40.35  |  1.40.40  | 
|  docutils  |  0.22.1  |  0.22.2  | 
|  fastapi  |  0.116.2  |  0.117.1  | 
|  flatbuffers  |  25.2.10  |  25.9.23  | 
|  grpcio  |  1.75.0  |  1.75.1  | 
|  inspectorssmplugin  |  1.0.396-1  |  1.0.398-1  | 
|  jupyterlab  |  4.4.7  |  4.4.9  | 
|  lark  |  1.2.2  |  1.3.0  | 
|  notebook  |  7.4.5  |  7.4.6  | 
|  packaging  |  24.2  |  25.0  | 
|  pydantic  |  2.9.2  |  2.11.9  | 
|  pydantic\$1core  |  2.23.4  |  2.33.2  | 
|  pyparsing  |  3.2.4  |  3.2.5  | 
|  ruamel.yaml.clib  |  0.2.12  |  0.2.14  | 
|  safety-schemas  |  0.0.14  |  0.0.16  | 
|  typer  |  0.18.0  |  0.19.2  | 
|  typing\$1extensions  |  4.15.0  |  4.12.2  | 
|  wcwidth  |  0.2.13  |  0.2.14  | 
|  zope.interface  |  8.0  |  8.0.1  | 

##### Removed Packages
<a name="removed-package-info-gputf218oss-al2023-2025-09-30"></a>

No packages were removed in this release.

#### Archive
<a name="archive-x86-gpu-tensorflow-2.18-amazon-linux-2023"></a>

**Topics**
+ [Release Notes Archive](archive-detail-gpu-tensorflow-2.18-amazon-linux-2023.md)

# Release Notes Archive
<a name="archive-detail-gpu-tensorflow-2.18-amazon-linux-2023"></a>

##### Release Date: 2025-02-17
<a name="2025-02-17-gpu-tensorflow-2.18-amazon-linux-2023"></a>

**AMI name**: Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Amazon Linux 2023) 20241215

##### Updated
<a name="w2aac25c13b9b5c19b5b3b5"></a>
+ 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
<a name="w2aac25c13b9b5c19b5b3b7"></a>
+ 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: 2024-12-09
<a name="2024-12-09-gpu-tensorflow-2.18-amazon-linux-2023"></a>

**AMI name**: Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Amazon Linux 2023) 20241206

##### Added
<a name="w2aac25c13b9b5c19b5b5b5"></a>
+ Initial release of the Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Amazon Linux 2023) series.
  + Software Includes the Following:
    + "nvidia-driver=560.35.03"
    + "fabric-manager=560.35.03"
    + "cuda=12.5"
    + "cudnn=9.5.1"
    + "efa=1.37.0"
    + "nccl=2.23.4"
    + "aws-nccl-ofi-plugin=v1.13.0-aws"
+ Tensorflow virtual environment (activation command source /opt/tensorflow/bin/activate) includes the following:
  + "tensorflow=2.18.0"

# Deep Learning AMI GPU TensorFlow 2.18 (Ubuntu 22.04)
<a name="aws-deep-learning-x86-gpu-tensorflow-2.18-ubuntu-22-04"></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-tensorflow-2.18-ubuntu-22-04"></a>
+ TensorFlow 2.18 is the final TensorFlow version supported for DLAMI. For future framework DLAMIs, please consider using PyTorch DLAMIs.

#### AMI Name Format
<a name="name-x86-gpu-tensorflow-2.18-ubuntu-22-04"></a>
+ Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Ubuntu 22.04) \$1\$1YYYY-MM-DD\$1

#### SSM Parameter Query
<a name="ssm-param-x86-gpu-tensorflow-2.18-ubuntu-22-04"></a>

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

```
export SSM_PARAMETER=oss-nvidia-driver-gpu-tensorflow-2.18-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
<a name="awscli-x86-gpu-tensorflow-2.18-ubuntu-22-04"></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 TensorFlow 2.18 (Ubuntu 22.04) ????????' 'Name=state,Values=available' --query 'reverse(sort_by(Images, &CreationDate))[:1].ImageId' --output text
```

#### Latest Releases
<a name="latest-release-x86-gpu-tensorflow-2.18-ubuntu-22-04"></a>

**Topics**
+ [Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Ubuntu 22.04) 20260122](aws-deep-learning-ami-gputf218oss-ul2204-2026-01-23.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Ubuntu 22.04) 20260121](aws-deep-learning-ami-gputf218oss-ul2204-2026-01-22.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Ubuntu 22.04) 20260117](aws-deep-learning-ami-gputf218oss-ul2204-2026-01-20.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Ubuntu 22.04) 20260103](aws-deep-learning-ami-gputf218oss-ul2204-2026-01-08.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Ubuntu 22.04) 20251227](aws-deep-learning-ami-gputf218oss-ul2204-2025-12-31.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Ubuntu 22.04) 20251209](aws-deep-learning-ami-gputf218oss-ul2204-2025-12-10.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Ubuntu 22.04) 20251115](aws-deep-learning-ami-gputf218oss-ul2204-2025-12-03.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Ubuntu 22.04) 20251108](aws-deep-learning-ami-gputf218oss-ul2204-2025-11-10.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Ubuntu 22.04) 20251007](aws-deep-learning-ami-gputf218oss-ul2204-2025-10-14.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Ubuntu 22.04) 20250927](aws-deep-learning-ami-gputf218oss-ul2204-2025-09-30.md)

# Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Ubuntu 22.04) 20260122
<a name="aws-deep-learning-ami-gputf218oss-ul2204-2026-01-23"></a>

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

##### Major Package Versions
<a name="major-package-versions-gputf218oss-ul2204-2026-01-23"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G4dn, G5, G6, Gr6, G6e, P4d, P5, P5e, P5en  | 
|  operating\$1system  |  Ubuntu 22.04.5 LTS  | 
|  compute\$1architecture  |  x86\$164  | 
|  kernel\$1version  |  6.8.0-1044-aws  | 
|  framework\$1version  |  2.18  | 
|  python\$1location  |  /opt/tensorflow/bin/python3  | 
|  nvidia\$1driver  |  580.126.09  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.5  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.1  | 
|  efa\$1version  |  1.45.0  | 
|  ofi\$1nccl\$1version  |  1.17.2  | 
|  nvme\$1location  |  /opt/dlami/nvme  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.2299.0  | 

##### Package Changes from Previous Release
<a name="release-notes-gputf218oss-ul2204-2026-01-23"></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-gputf218oss-ul2204-2026-01-23"></a>

No packages were added in this release.

##### Updated Packages
<a name="updated-package-info-gputf218oss-ul2204-2026-01-23"></a>


| Package Name | Previous Version | New Version | 
| --- | --- | --- | 
|  Markdown  |  3.10  |  3.10.1  | 
|  SQLAlchemy  |  2.0.45  |  2.0.46  | 
|  awscli  |  1.44.21  |  1.44.22  | 
|  boto3  |  1.42.31  |  1.42.32  | 
|  botocore  |  1.42.31  |  1.42.32  | 
|  jmespath  |  1.0.1  |  1.1.0  | 
|  libglib2.0-0  |  2.72.4-0ubuntu2.7  |  2.72.4-0ubuntu2.8  | 
|  libglib2.0-bin  |  2.72.4-0ubuntu2.7  |  2.72.4-0ubuntu2.8  | 
|  libglib2.0-data  |  2.72.4-0ubuntu2.7  |  2.72.4-0ubuntu2.8  | 
|  libglib2.0-dev  |  2.72.4-0ubuntu2.7  |  2.72.4-0ubuntu2.8  | 
|  libglib2.0-dev-bin  |  2.72.4-0ubuntu2.7  |  2.72.4-0ubuntu2.8  | 
|  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  | 
|  wcwidth  |  0.2.14  |  0.3.0  | 

##### Removed Packages
<a name="removed-package-info-gputf218oss-ul2204-2026-01-23"></a>


| Package Name | 
| --- | 
|  pytz  | 

# Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Ubuntu 22.04) 20260121
<a name="aws-deep-learning-ami-gputf218oss-ul2204-2026-01-22"></a>

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

##### Major Package Versions
<a name="major-package-versions-gputf218oss-ul2204-2026-01-22"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G4dn, G5, G6, Gr6, G6e, P4d, P5, P5e, P5en  | 
|  operating\$1system  |  Ubuntu 22.04.5 LTS  | 
|  compute\$1architecture  |  x86\$164  | 
|  kernel\$1version  |  6.8.0-1044-aws  | 
|  framework\$1version  |  2.18  | 
|  python\$1location  |  /opt/tensorflow/bin/python3  | 
|  nvidia\$1driver  |  580.105.08  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.5  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.1  | 
|  efa\$1version  |  1.45.0  | 
|  ofi\$1nccl\$1version  |  1.17.2  | 
|  nvme\$1location  |  /opt/dlami/nvme  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.2299.0  | 

##### Package Changes from Previous Release
<a name="release-notes-gputf218oss-ul2204-2026-01-22"></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-gputf218oss-ul2204-2026-01-22"></a>

No packages were added in this release.

##### Updated Packages
<a name="updated-package-info-gputf218oss-ul2204-2026-01-22"></a>


| Package Name | Previous Version | New Version | 
| --- | --- | --- | 
|  async-lru  |  2.0.5  |  2.1.0  | 
|  awscli  |  1.44.20  |  1.44.21  | 
|  black  |  25.12.0  |  26.1.0  | 
|  boto3  |  1.42.30  |  1.42.31  | 
|  botocore  |  1.42.30  |  1.42.31  | 
|  dill  |  0.4.0  |  0.4.1  | 
|  docker-compose-plugin  |  5.0.1-1\$1ubuntu.22.04\$1jammy  |  5.0.2-1\$1ubuntu.22.04\$1jammy  | 
|  importlib\$1metadata  |  8.0.0  |  8.7.1  | 
|  jaraco.functools  |  4.0.1  |  4.4.0  | 
|  jaraco.text  |  3.12.1  |  4.0.0  | 
|  java-11-amazon-corretto-jdk  |  11.0.29.7-1  |  11.0.30.7-1  | 
|  libc-bin  |  2.35-0ubuntu3.11  |  2.35-0ubuntu3.12  | 
|  libc-dev-bin  |  2.35-0ubuntu3.11  |  2.35-0ubuntu3.12  | 
|  libc-devtools  |  2.35-0ubuntu3.11  |  2.35-0ubuntu3.12  | 
|  libc6  |  2.35-0ubuntu3.11  |  2.35-0ubuntu3.12  | 
|  libc6-dev  |  2.35-0ubuntu3.11  |  2.35-0ubuntu3.12  | 
|  locales  |  2.35-0ubuntu3.11  |  2.35-0ubuntu3.12  | 
|  platformdirs  |  4.5.1  |  4.4.0  | 
|  pycparser  |  2.23  |  3.0  | 
|  pyparsing  |  3.3.1  |  3.3.2  | 
|  python3-urllib3  |  1.26.5-1\$1exp1ubuntu0.5  |  1.26.5-1\$1exp1ubuntu0.6  | 
|  pytokens  |  0.3.0  |  0.4.0  | 
|  setuptools  |  80.9.0  |  80.10.1  | 
|  soupsieve  |  2.8.1  |  2.8.3  | 
|  tomli  |  2.0.1  |  2.4.0  | 
|  typing\$1extensions  |  4.12.2  |  4.15.0  | 
|  zipp  |  3.19.2  |  3.23.0  | 

##### Removed Packages
<a name="removed-package-info-gputf218oss-ul2204-2026-01-22"></a>


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

# Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Ubuntu 22.04) 20260117
<a name="aws-deep-learning-ami-gputf218oss-ul2204-2026-01-20"></a>

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

##### Major Package Versions
<a name="major-package-versions-gputf218oss-ul2204-2026-01-20"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G4dn, G5, G6, Gr6, G6e, P4d, P5, P5e, P5en  | 
|  operating\$1system  |  Ubuntu 22.04.5 LTS  | 
|  compute\$1architecture  |  x86\$164  | 
|  kernel\$1version  |  6.8.0-1044-aws  | 
|  framework\$1version  |  2.18  | 
|  python\$1location  |  /opt/tensorflow/bin/python3  | 
|  nvidia\$1driver  |  580.105.08  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.5  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.1  | 
|  efa\$1version  |  1.45.0  | 
|  ofi\$1nccl\$1version  |  1.17.2  | 
|  nvme\$1location  |  /opt/dlami/nvme  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.2299.0  | 

##### Package Changes from Previous Release
<a name="release-notes-gputf218oss-ul2204-2026-01-20"></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-gputf218oss-ul2204-2026-01-20"></a>

No packages were added in this release.

##### Updated Packages
<a name="updated-package-info-gputf218oss-ul2204-2026-01-20"></a>


| Package Name | Previous Version | New Version | 
| --- | --- | --- | 
|  Send2Trash  |  2.0.0  |  2.1.0  | 
|  awscli  |  1.44.15  |  1.44.20  | 
|  boto3  |  1.42.25  |  1.42.30  | 
|  botocore  |  1.42.25  |  1.42.30  | 
|  dask  |  2025.12.0  |  2026.1.1  | 
|  docker-ce-cli  |  29.1.4-1\$1ubuntu.22.04\$1jammy  |  29.1.5-1\$1ubuntu.22.04\$1jammy  | 
|  docker-ce-rootless-extras  |  29.1.4-1\$1ubuntu.22.04\$1jammy  |  29.1.5-1\$1ubuntu.22.04\$1jammy  | 
|  inspectorssmplugin  |  1.0.432  |  1.0.434  | 
|  jaraco.context  |  6.0.2  |  5.3.0  | 
|  jupyter\$1server\$1terminals  |  0.5.3  |  0.5.4  | 
|  jupyterlab  |  4.5.1  |  4.5.2  | 
|  keras  |  3.13.0  |  3.13.1  | 
|  klibc-utils  |  2.0.10-4ubuntu0.1  |  2.0.10-4ubuntu0.2  | 
|  libklibc  |  2.0.10-4ubuntu0.1  |  2.0.10-4ubuntu0.2  | 
|  libpng-dev  |  1.6.37-3ubuntu0.1  |  1.6.37-3ubuntu0.3  | 
|  libpng-tools  |  1.6.37-3ubuntu0.1  |  1.6.37-3ubuntu0.3  | 
|  libpng16-16  |  1.6.37-3ubuntu0.1  |  1.6.37-3ubuntu0.3  | 
|  libpython3.10  |  3.10.12-1\$122.04.12  |  3.10.12-1\$122.04.13  | 
|  libpython3.10-dev  |  3.10.12-1\$122.04.12  |  3.10.12-1\$122.04.13  | 
|  libpython3.10-minimal  |  3.10.12-1\$122.04.12  |  3.10.12-1\$122.04.13  | 
|  libpython3.10-stdlib  |  3.10.12-1\$122.04.12  |  3.10.12-1\$122.04.13  | 
|  librt  |  0.7.7  |  0.7.8  | 
|  libtasn1-6  |  4.18.0-4ubuntu0.1  |  4.18.0-4ubuntu0.2  | 
|  notebook  |  7.5.1  |  7.5.2  | 
|  platformdirs  |  4.2.2  |  4.5.1  | 
|  plotly  |  6.5.1  |  6.5.2  | 
|  prometheus\$1client  |  0.23.1  |  0.24.1  | 
|  pyasn1  |  0.6.1  |  0.6.2  | 
|  python3-urllib3  |  1.26.5-1\$1exp1ubuntu0.4  |  1.26.5-1\$1exp1ubuntu0.5  | 
|  python3.10-dev  |  3.10.12-1\$122.04.12  |  3.10.12-1\$122.04.13  | 
|  python3.10-minimal  |  3.10.12-1\$122.04.12  |  3.10.12-1\$122.04.13  | 
|  regex  |  2025.11.3  |  2026.1.15  | 
|  scipy  |  1.16.3  |  1.17.0  | 
|  tomlkit  |  0.13.3  |  0.14.0  | 
|  typing\$1extensions  |  4.12.2  |  4.15.0  | 

##### Removed Packages
<a name="removed-package-info-gputf218oss-ul2204-2026-01-20"></a>

No packages were removed in this release.

# Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Ubuntu 22.04) 20260103
<a name="aws-deep-learning-ami-gputf218oss-ul2204-2026-01-08"></a>

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

##### Major Package Versions
<a name="major-package-versions-gputf218oss-ul2204-2026-01-08"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G4dn, G5, G6, Gr6, G6e, P4d, P5, P5e, P5en  | 
|  operating\$1system  |  Ubuntu 22.04.5 LTS  | 
|  compute\$1architecture  |  x86\$164  | 
|  kernel\$1version  |  6.8.0-1044-aws  | 
|  framework\$1version  |  2.18  | 
|  python\$1location  |  /opt/tensorflow/bin/python3  | 
|  nvidia\$1driver  |  580.105.08  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.5  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.1  | 
|  efa\$1version  |  1.45.0  | 
|  ofi\$1nccl\$1version  |  1.17.2  | 
|  nvme\$1location  |  /opt/dlami/nvme  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.2299.0  | 

##### Package Changes from Previous Release
<a name="release-notes-gputf218oss-ul2204-2026-01-08"></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-gputf218oss-ul2204-2026-01-08"></a>

No packages were added in this release.

##### Updated Packages
<a name="updated-package-info-gputf218oss-ul2204-2026-01-08"></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  | 
|  celery  |  5.6.0  |  5.6.1  | 
|  docker-compose-plugin  |  5.0.0-1\$1ubuntu.22.04\$1jammy  |  5.0.1-1\$1ubuntu.22.04\$1jammy  | 
|  fastapi  |  0.127.1  |  0.128.0  | 
|  filelock  |  3.20.1  |  3.20.2  | 
|  inspectorssmplugin  |  1.0.430  |  1.0.431  | 
|  jaraco.context  |  5.3.0  |  6.0.2  | 
|  json5  |  0.12.1  |  0.13.0  | 
|  kombu  |  5.6.1  |  5.6.2  | 
|  librt  |  0.7.5  |  0.7.7  | 
|  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  | 
|  typing\$1extensions  |  4.12.2  |  4.15.0  | 

##### Removed Packages
<a name="removed-package-info-gputf218oss-ul2204-2026-01-08"></a>


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

# Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Ubuntu 22.04) 20251227
<a name="aws-deep-learning-ami-gputf218oss-ul2204-2025-12-31"></a>

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

##### Major Package Versions
<a name="major-package-versions-gputf218oss-ul2204-2025-12-31"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G4dn, G5, G6, Gr6, G6e, P4d, P5, P5e, P5en  | 
|  operating\$1system  |  Ubuntu 22.04.5 LTS  | 
|  compute\$1architecture  |  x86\$164  | 
|  kernel\$1version  |  6.8.0-1044-aws  | 
|  framework\$1version  |  2.18  | 
|  python\$1location  |  /opt/tensorflow/bin/python3  | 
|  nvidia\$1driver  |  580.105.08  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.5  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.1  | 
|  efa\$1version  |  1.45.0  | 
|  ofi\$1nccl\$1version  |  1.17.2  | 
|  nvme\$1location  |  /opt/dlami/nvme  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.2299.0  | 

##### Package Changes from Previous Release
<a name="release-notes-gputf218oss-ul2204-2025-12-31"></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-gputf218oss-ul2204-2025-12-31"></a>

No packages were added in this release.

##### Updated Packages
<a name="updated-package-info-gputf218oss-ul2204-2025-12-31"></a>


| Package Name | Previous Version | New Version | 
| --- | --- | --- | 
|  awscli  |  1.43.15  |  1.44.7  | 
|  boto3  |  1.42.9  |  1.42.17  | 
|  botocore  |  1.42.9  |  1.42.17  | 
|  containerd.io  |  2.2.0-2\$1ubuntu.22.04\$1jammy  |  2.2.1-1\$1ubuntu.22.04\$1jammy  | 
|  debugpy  |  1.8.18  |  1.8.19  | 
|  fastapi  |  0.124.4  |  0.127.1  | 
|  filelock  |  3.20.0  |  3.20.1  | 
|  flatbuffers  |  25.9.23  |  25.12.19  | 
|  inspectorssmplugin  |  1.0.428  |  1.0.430  | 
|  jaraco.context  |  6.0.1  |  6.0.2  | 
|  jaraco.functools  |  4.0.1  |  4.4.0  | 
|  joblib  |  1.5.2  |  1.5.3  | 
|  jupyterlab  |  4.5.0  |  4.5.1  | 
|  keras  |  3.12.0  |  3.13.0  | 
|  librt  |  0.7.3  |  0.7.5  | 
|  libxnvctrl0  |  590.44.01-0ubuntu1  |  590.48.01-0ubuntu1  | 
|  marshmallow  |  4.1.1  |  4.1.2  | 
|  mistune  |  3.1.4  |  3.2.0  | 
|  more-itertools  |  10.3.0  |  10.8.0  | 
|  mypy  |  1.19.0  |  1.19.1  | 
|  narwhals  |  2.13.0  |  2.14.0  | 
|  nbclient  |  0.10.2  |  0.10.4  | 
|  notebook  |  7.5.0  |  7.5.1  | 
|  packaging  |  24.2  |  25.0  | 
|  pipenv  |  2026.0.2  |  2026.0.3  | 
|  platformdirs  |  4.2.2  |  4.5.1  | 
|  psutil  |  7.1.3  |  7.2.0  | 
|  pyparsing  |  3.2.5  |  3.3.1  | 
|  ruamel.yaml  |  0.18.16  |  0.18.17  | 
|  soupsieve  |  2.8  |  2.8.1  | 
|  tornado  |  6.5.3  |  6.5.4  | 
|  typer  |  0.20.0  |  0.21.0  | 
|  typing\$1extensions  |  4.15.0  |  4.12.2  | 
|  tzdata  |  2025.2  |  2025.3  | 

##### Removed Packages
<a name="removed-package-info-gputf218oss-ul2204-2025-12-31"></a>

No packages were removed in this release.

# Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Ubuntu 22.04) 20251209
<a name="aws-deep-learning-ami-gputf218oss-ul2204-2025-12-10"></a>

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

##### Major Package Versions
<a name="major-package-versions-gputf218oss-ul2204-2025-12-10"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G4dn, G5, G6, Gr6, G6e, P4d, P5, P5e, P5en  | 
|  operating\$1system  |  Ubuntu 22.04.5 LTS  | 
|  compute\$1architecture  |  x86\$164  | 
|  kernel\$1version  |  6.8.0-1043-aws  | 
|  framework\$1version  |  2.18  | 
|  python\$1location  |  /opt/tensorflow/bin/python3  | 
|  nvidia\$1driver  |  580.105.08  | 
|  default\$1cuda  |  /usr/local/cuda-12.5/  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.5  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.18.1  | 
|  efa\$1version  |  1.45.0  | 
|  ofi\$1nccl\$1version  |  1.17.2  | 
|  nvme\$1location  |  /opt/dlami/nvme  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.2299.0  | 

##### Package Changes from Previous Release
<a name="release-notes-gputf218oss-ul2204-2025-12-10"></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-gputf218oss-ul2204-2025-12-10"></a>


|  | 
| --- |
|  exceptiongroup-1.3.1  | 
|  tzlocal-5.3.1  | 

##### Updated Packages
<a name="updated-package-info-gputf218oss-ul2204-2025-12-10"></a>


| Package Name | Previous Version | New Version | 
| --- | --- | --- | 
|  awscli  |  1.43.5  |  1.43.11  | 
|  beautifulsoup4  |  4.14.2  |  4.14.3  | 
|  billiard  |  4.2.3  |  4.2.4  | 
|  binutils-common  |  2.38-4ubuntu2.10  |  2.38-4ubuntu2.11  | 
|  binutils-x86-64-linux-gnu  |  2.38-4ubuntu2.10  |  2.38-4ubuntu2.11  | 
|  black  |  25.11.0  |  25.12.0  | 
|  boto3  |  1.41.5  |  1.42.5  | 
|  botocore  |  1.41.5  |  1.42.5  | 
|  celery  |  5.5.3  |  5.6.0  | 
|  dkms  |  3.2.2-1ubuntu1  |  3.3.0-1ubuntu1  | 
|  docker-ce-cli  |  29.1.1-1\$1ubuntu.22.04\$1jammy  |  29.1.2-1\$1ubuntu.22.04\$1jammy  | 
|  docker-ce-rootless-extras  |  29.1.1-1\$1ubuntu.22.04\$1jammy  |  29.1.2-1\$1ubuntu.22.04\$1jammy  | 
|  docker-compose-plugin  |  2.40.3-1\$1ubuntu.22.04\$1jammy  |  5.0.0-1\$1ubuntu.22.04\$1jammy  | 
|  fastapi  |  0.122.0  |  0.124.0  | 
|  fsspec  |  2025.10.0  |  2025.12.0  | 
|  gast  |  0.6.0  |  0.7.0  | 
|  greenlet  |  3.2.4  |  3.3.0  | 
|  inspectorssmplugin  |  1.0.419  |  1.0.423  | 
|  ipython  |  9.7.0  |  9.8.0  | 
|  kombu  |  5.5.4  |  5.6.1  | 
|  libbinutils  |  2.38-4ubuntu2.10  |  2.38-4ubuntu2.11  | 
|  libctf-nobfd0  |  2.38-4ubuntu2.10  |  2.38-4ubuntu2.11  | 
|  libctf0  |  2.38-4ubuntu2.10  |  2.38-4ubuntu2.11  | 
|  libnvidia-container-tools  |  1.18.0-1  |  1.18.1-1  | 
|  libnvidia-container1  |  1.18.0-1  |  1.18.1-1  | 
|  librt  |  0.6.2  |  0.7.3  | 
|  libxnvctrl0  |  580.105.08-0ubuntu1  |  590.44.01-0ubuntu1  | 
|  linux-libc-dev  |  5.15.0-161.171  |  5.15.0-163.173  | 
|  linux-tools-common  |  5.15.0-161.171  |  5.15.0-163.173  | 
|  marshmallow  |  4.1.0  |  4.1.1  | 
|  narwhals  |  2.12.0  |  2.13.0  | 
|  nvidia-container-toolkit-base  |  1.18.0-1  |  1.18.1-1  | 
|  nvidia-fabricmanager  |  580.95.05-1  |  580.105.08-1  | 
|  nvidia-ml-py  |  13.580.82  |  13.590.44  | 
|  pipenv  |  2025.0.4  |  2025.1.1  | 
|  pylint  |  4.0.3  |  4.0.4  | 
|  pytest  |  9.0.1  |  9.0.2  | 
|  rpds-py  |  0.29.0  |  0.30.0  | 
|  s3transfer  |  0.15.0  |  0.16.0  | 
|  typing\$1extensions  |  4.12.2  |  4.15.0  | 
|  urllib3  |  2.5.0  |  2.6.1  | 

##### Removed Packages
<a name="removed-package-info-gputf218oss-ul2204-2025-12-10"></a>


| Package Name | 
| --- | 
|  linux-aws-6.8-headers-6.8.0-1040  | 
|  linux-aws-6.8-tools-6.8.0-1040  | 
|  linux-headers-6.8.0-1040-aws  | 
|  linux-image-6.8.0-1040-aws  | 
|  linux-modules-6.8.0-1040-aws  | 
|  linux-tools-6.8.0-1040-aws  | 

# Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Ubuntu 22.04) 20251115
<a name="aws-deep-learning-ami-gputf218oss-ul2204-2025-12-03"></a>

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

##### Major Package Versions
<a name="major-package-versions-gputf218oss-ul2204-2025-12-03"></a>


|  |  | 
| --- |--- |
|  supported\$1ec2\$1instances  |  G4dn, G5, G6, Gr6, G6e, P4d, P5, P5e, P5en  | 
|  operating\$1system  |  Ubuntu 22.04.5 LTS  | 
|  compute\$1architecture  |  x86\$164  | 
|  kernel\$1version  |  6.8.0-1041-aws  | 
|  framework\$1version  |  2.18  | 
|  python\$1location  |  /opt/tensorflow/bin/python3  | 
|  nvidia\$1driver  |  580.95.05  | 
|  default\$1cuda  |  /usr/local/cuda-12.5/  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.5  | 
|  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-gputf218oss-ul2204-2025-12-03"></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-gputf218oss-ul2204-2025-12-03"></a>


|  | 
| --- |
|  linux-aws-6.8-headers-6.8.0-1041-6.8.0-1041.43\$122.04.1  | 
|  linux-aws-6.8-tools-6.8.0-1041-6.8.0-1041.43\$122.04.1  | 
|  linux-headers-6.8.0-1041-aws-6.8.0-1041.43\$122.04.1  | 
|  linux-image-6.8.0-1041-aws-6.8.0-1041.43\$122.04.1  | 
|  linux-modules-6.8.0-1041-aws-6.8.0-1041.43\$122.04.1  | 
|  linux-tools-6.8.0-1041-aws-6.8.0-1041.43\$122.04.1  | 
|  lustre-client-modules-6.8.0-1041-aws-2.15.6-1fsx21  | 

##### Updated Packages
<a name="updated-package-info-gputf218oss-ul2204-2025-12-03"></a>


| Package Name | Previous Version | New Version | 
| --- | --- | --- | 
|  SecretStorage  |  3.4.0  |  3.4.1  | 
|  annotated-doc  |  0.0.3  |  0.0.4  | 
|  astroid  |  4.0.1  |  4.0.2  | 
|  awscli  |  1.42.69  |  1.42.74  | 
|  black  |  25.9.0  |  25.11.0  | 
|  boto3  |  1.40.69  |  1.40.74  | 
|  botocore  |  1.40.69  |  1.40.74  | 
|  certifi  |  2025.10.5  |  2025.11.12  | 
|  containerd.io  |  1.7.29-1\$1ubuntu.22.04\$1jammy  |  2.1.5-1\$1ubuntu.22.04\$1jammy  | 
|  docker-buildx-plugin  |  0.29.1-1\$1ubuntu.22.04\$1jammy  |  0.30.0-1\$1ubuntu.22.04\$1jammy  | 
|  docker-ce-cli  |  28.5.2-1\$1ubuntu.22.04\$1jammy  |  29.0.1-1\$1ubuntu.22.04\$1jammy  | 
|  docker-ce-rootless-extras  |  28.5.2-1\$1ubuntu.22.04\$1jammy  |  29.0.1-1\$1ubuntu.22.04\$1jammy  | 
|  fastapi  |  0.121.0  |  0.121.2  | 
|  ibacm  |  58.amzn0-1  |  59.amzn0-1  | 
|  ibverbs-providers  |  58.amzn0-1  |  59.amzn0-1  | 
|  ibverbs-utils  |  58.amzn0-1  |  59.amzn0-1  | 
|  infiniband-diags  |  58.amzn0-1  |  59.amzn0-1  | 
|  inspectorssmplugin  |  1.0.411  |  1.0.412  | 
|  intel-microcode  |  3.20250512.0ubuntu0.22.04.1  |  3.20250812.0ubuntu0.22.04.1  | 
|  libfabric-aws-bin  |  2.1.0amzn5.0  |  2.3.1amzn1.0  | 
|  libfabric-aws-dev  |  2.1.0amzn5.0  |  2.3.1amzn1.0  | 
|  libfabric1-aws  |  2.1.0amzn5.0  |  2.3.1amzn1.0  | 
|  libibmad-dev  |  58.amzn0-1  |  59.amzn0-1  | 
|  libibmad5  |  58.amzn0-1  |  59.amzn0-1  | 
|  libibnetdisc-dev  |  58.amzn0-1  |  59.amzn0-1  | 
|  libibnetdisc5  |  58.amzn0-1  |  59.amzn0-1  | 
|  libibumad-dev  |  58.amzn0-1  |  59.amzn0-1  | 
|  libibumad3  |  58.amzn0-1  |  59.amzn0-1  | 
|  libibverbs-dev  |  58.amzn0-1  |  59.amzn0-1  | 
|  libibverbs1  |  58.amzn0-1  |  59.amzn0-1  | 
|  libnccl-ofi  |  1.16.3-1  |  1.17.1-1  | 
|  librdmacm-dev  |  58.amzn0-1  |  59.amzn0-1  | 
|  librdmacm1  |  58.amzn0-1  |  59.amzn0-1  | 
|  linux-aws  |  6.8.0-1040.42\$122.04.1  |  6.8.0-1041.43\$122.04.1  | 
|  linux-headers-aws  |  6.8.0-1040.42\$122.04.1  |  6.8.0-1041.43\$122.04.1  | 
|  linux-image-aws  |  6.8.0-1040.42\$122.04.1  |  6.8.0-1041.43\$122.04.1  | 
|  narwhals  |  2.10.2  |  2.11.0  | 
|  openmpi50-aws  |  5.0.6  |  5.0.8  | 
|  optree  |  0.17.0  |  0.18.0  | 
|  pip-tools  |  7.5.1  |  7.5.2  | 
|  pipdeptree  |  2.29.0  |  2.30.0  | 
|  pydantic  |  2.12.4  |  2.9.2  | 
|  pydantic\$1core  |  2.41.5  |  2.23.4  | 
|  pylint  |  4.0.2  |  4.0.3  | 
|  pytest  |  8.4.2  |  9.0.1  | 
|  rdmacm-utils  |  58.amzn0-1  |  59.amzn0-1  | 
|  safety-schemas  |  0.0.16  |  0.0.14  | 
|  snapd  |  2.71\$1ubuntu22.04  |  2.72\$1ubuntu22.04  | 
|  zope.interface  |  8.0.1  |  8.1  | 

##### Removed Packages
<a name="removed-package-info-gputf218oss-ul2204-2025-12-03"></a>


| Package Name | 
| --- | 
|  lustre-client-modules-6.8.0-1040-aws  | 
|  lustre-client-modules-aws  | 

# Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Ubuntu 22.04) 20251108
<a name="aws-deep-learning-ami-gputf218oss-ul2204-2025-11-10"></a>

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

##### Major Package Versions
<a name="major-package-versions-gputf218oss-ul2204-2025-11-10"></a>


| Package Name | Version | 
| --- | --- | 
|  framework\$1version  |  2.18  | 
|  supported\$1ec2\$1instances  |  G4dn, G5, G6, Gr6, G6e, P4d, 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/tensorflow/bin/python3  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.5  | 
|  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-12.5/  | 
|  compute\$1architecture  |  x86\$164  | 

##### Package Changes from Previous Release
<a name="release-notes-gputf218oss-ul2204-2025-11-10"></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-gputf218oss-ul2204-2025-11-10"></a>


|  | 
| --- |
|  ImageIO-2.37.2  | 

##### Updated Packages
<a name="updated-package-info-gputf218oss-ul2204-2025-11-10"></a>


| Package Name | Previous Version | New Version | 
| --- | --- | --- | 
|  Markdown  |  3.9  |  3.10  | 
|  amazon-cloudwatch-agent  |  1.300060.0b1248-1  |  1.300061.0b1289-1  | 
|  awscli  |  1.42.64  |  1.42.69  | 
|  bokeh  |  3.8.0  |  3.8.1  | 
|  boto3  |  1.40.64  |  1.40.69  | 
|  botocore  |  1.40.64  |  1.40.69  | 
|  cloudpickle  |  3.1.1  |  3.1.2  | 
|  containerd.io  |  1.7.28-1\$1ubuntu.22.04\$1jammy  |  1.7.29-1\$1ubuntu.22.04\$1jammy  | 
|  dask  |  2025.10.0  |  2025.11.0  | 
|  dkms  |  3.2.1-1ubuntu2  |  3.2.2-1ubuntu1  | 
|  docker-ce-cli  |  28.5.1-1\$1ubuntu.22.04\$1jammy  |  28.5.2-1\$1ubuntu.22.04\$1jammy  | 
|  docker-ce-rootless-extras  |  28.5.1-1\$1ubuntu.22.04\$1jammy  |  28.5.2-1\$1ubuntu.22.04\$1jammy  | 
|  fastapi  |  0.120.4  |  0.121.0  | 
|  inspectorssmplugin  |  1.0.404  |  1.0.411  | 
|  ipython  |  9.6.0  |  9.7.0  | 
|  ipywidgets  |  8.1.7  |  8.1.8  | 
|  jupyterlab\$1widgets  |  3.0.15  |  3.0.16  | 
|  libxnvctrl0  |  580.95.05-0ubuntu1  |  580.105.08-0ubuntu1  | 
|  marshmallow  |  4.0.1  |  4.1.0  | 
|  more-itertools  |  10.3.0  |  10.8.0  | 
|  narwhals  |  2.10.1  |  2.10.2  | 
|  packaging  |  24.2  |  25.0  | 
|  plotly  |  6.3.1  |  6.4.0  | 
|  psutil  |  7.1.2  |  7.1.3  | 
|  pydantic  |  2.12.3  |  2.12.4  | 
|  pydantic\$1core  |  2.41.4  |  2.41.5  | 
|  pytokens  |  0.2.0  |  0.3.0  | 
|  regex  |  2025.10.23  |  2025.11.3  | 
|  starlette  |  0.49.1  |  0.49.3  | 
|  typing\$1extensions  |  4.12.2  |  4.15.0  | 
|  widgetsnbextension  |  4.0.14  |  4.0.15  | 
|  wrapt  |  2.0.0  |  2.0.1  | 

##### Removed Packages
<a name="removed-package-info-gputf218oss-ul2204-2025-11-10"></a>


| Package Name | 
| --- | 
|  imageio  | 

# Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Ubuntu 22.04) 20251007
<a name="aws-deep-learning-ami-gputf218oss-ul2204-2025-10-14"></a>

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

##### Notices
<a name="notices-gputf218oss-ul2204"></a>
+  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
<a name="major-package-versions-gputf218oss-ul2204-2025-10-14"></a>


| Package Name | Version | 
| --- | --- | 
|  framework\$1version  |  2.18  | 
|  supported\$1ec2\$1instances  |  G4dn, G5, G6, Gr6, G6e, P4d, 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/tensorflow/bin/python3  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.5  | 
|  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-12.5/  | 
|  compute\$1architecture  |  x86\$164  | 

##### Package Changes from Previous Release
<a name="release-notes-gputf218oss-ul2204-2025-10-14"></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-gputf218oss-ul2204-2025-10-14"></a>


|  | 
| --- |
|  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-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
<a name="updated-package-info-gputf218oss-ul2204-2025-10-14"></a>


| Package Name | Previous Version | New Version | 
| --- | --- | --- | 
|  Authlib  |  1.6.4  |  1.6.5  | 
|  MarkupSafe  |  3.0.2  |  3.0.3  | 
|  aiohttp  |  3.12.15  |  3.13.0  | 
|  attrs  |  25.3.0  |  25.4.0  | 
|  awscli  |  1.42.40  |  1.42.46  | 
|  beautifulsoup4  |  4.13.5  |  4.14.2  | 
|  boto3  |  1.40.40  |  1.40.46  | 
|  botocore  |  1.40.40  |  1.40.46  | 
|  certifi  |  2025.8.3  |  2025.10.5  | 
|  cloud-init  |  25.1.4-0ubuntu0\$122.04.1  |  25.2-0ubuntu1\$122.04.1  | 
|  cryptography  |  46.0.1  |  46.0.2  | 
|  docker-buildx-plugin  |  0.28.0-0\$1ubuntu.22.04\$1jammy  |  0.29.1-1\$1ubuntu.22.04\$1jammy  | 
|  docker-ce-cli  |  28.4.0-1\$1ubuntu.22.04\$1jammy  |  28.5.0-1\$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  | 
|  fastapi  |  0.117.1  |  0.118.0  | 
|  fonttools  |  4.60.0  |  4.60.1  | 
|  frozenlist  |  1.7.0  |  1.8.0  | 
|  inspectorssmplugin  |  1.0.398  |  1.0.399  | 
|  ipython  |  9.5.0  |  9.6.0  | 
|  isort  |  6.0.1  |  6.1.0  | 
|  jaraco.functools  |  4.3.0  |  4.0.1  | 
|  libcurl3-gnutls  |  7.81.0-1ubuntu1.20  |  7.81.0-1ubuntu1.21  | 
|  libcurl4  |  7.81.0-1ubuntu1.20  |  7.81.0-1ubuntu1.21  | 
|  libnccl-ofi  |  1.16.2-1  |  1.16.3-1  | 
|  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  | 
|  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-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  | 
|  more-itertools  |  10.8.0  |  10.3.0  | 
|  multidict  |  6.6.4  |  6.7.0  | 
|  narwhals  |  2.5.0  |  2.7.0  | 
|  needrestart  |  3.5-5ubuntu2.4  |  3.5-5ubuntu2.5  | 
|  nh3  |  0.3.0  |  0.3.1  | 
|  nltk  |  3.9.1  |  3.9.2  | 
|  notebook  |  7.4.6  |  7.4.7  | 
|  numba  |  0.62.0  |  0.62.1  | 
|  open-vm-tools  |  12.3.5-3\$1ubuntu0.22.04.2  |  12.3.5-3\$1ubuntu0.22.04.3  | 
|  packaging  |  24.2  |  25.0  | 
|  pandas  |  2.3.2  |  2.3.3  | 
|  pip-tools  |  7.5.0  |  7.5.1  | 
|  platformdirs  |  4.2.2  |  4.4.0  | 
|  plotly  |  6.3.0  |  6.3.1  | 
|  propcache  |  0.3.2  |  0.4.0  | 
|  pydantic  |  2.11.9  |  2.12.0  | 
|  pydantic\$1core  |  2.33.2  |  2.41.1  | 
|  pylint  |  3.3.8  |  3.3.9  | 
|  python-json-logger  |  3.3.0  |  4.0.0  | 
|  typing-inspection  |  0.4.1  |  0.4.2  | 
|  yarl  |  1.20.1  |  1.22.0  | 

##### Removed Packages
<a name="removed-package-info-gputf218oss-ul2204-2025-10-14"></a>


| Package Name | 
| --- | 
|  lustre-client-modules-6.8.0-1039-aws  | 
|  nvidia-fabricmanager-570  | 

# Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Ubuntu 22.04) 20250927
<a name="aws-deep-learning-ami-gputf218oss-ul2204-2025-09-30"></a>

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

##### Major Package Versions
<a name="major-package-versions-gputf218oss-ul2204-2025-09-30"></a>


| Package Name | Version | 
| --- | --- | 
|  supported\$1ec2\$1instances  |  G4dn, G5, G6, Gr6, G6e, P4d, P5, P5e, P5en  | 
|  operating\$1system  |  Ubuntu 22.04.5 LTS  | 
|  compute\$1architecture  |  x86\$164  | 
|  kernel\$1version  |  6.8.0-1039-aws  | 
|  framework\$1version  |  2.18  | 
|  python\$1location  |  /opt/tensorflow/bin/python3  | 
|  nvidia\$1driver  |  570.172.08  | 
|  default\$1cuda  |  /usr/local/cuda-12.5/  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.5  | 
|  nvidia\$1container\$1toolkit\$1version  |  1.17.8  | 
|  efa\$1version  |  1.43.1  | 
|  ofi\$1nccl\$1version  |  1.16.2  | 
|  nvme\$1location  |  /opt/dlami/nvme  | 
|  ebs\$1volume\$1type  |  gp3  | 
|  ssm\$1agent\$1version  |  3.3.2299.0  | 

##### Package Changes from Previous Release
<a name="release-notes-gputf218oss-ul2204-2025-09-30"></a>

**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
<a name="added-package-info-gputf218oss-ul2204-2025-09-30"></a>


|  | 
| --- |
|  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-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
<a name="updated-package-info-gputf218oss-ul2204-2025-09-30"></a>


| Package Name | Previous Version | New Version | 
| --- | --- | --- | 
|  PyYAML  |  6.0.2  |  6.0.3  | 
|  anyio  |  4.10.0  |  4.11.0  | 
|  awscli  |  1.42.35  |  1.42.40  | 
|  billiard  |  4.2.1  |  4.2.2  | 
|  boto3  |  1.40.35  |  1.40.40  | 
|  botocore  |  1.40.35  |  1.40.40  | 
|  containerd.io  |  1.7.27-1  |  1.7.28-0\$1ubuntu.22.04\$1jammy  | 
|  dpkg-dev  |  1.21.1ubuntu2.3  |  1.21.1ubuntu2.6  | 
|  fastapi  |  0.116.2  |  0.117.1  | 
|  flatbuffers  |  25.2.10  |  25.9.23  | 
|  grpcio  |  1.75.0  |  1.75.1  | 
|  inspectorssmplugin  |  1.0.396  |  1.0.398  | 
|  jaraco.context  |  6.0.1  |  5.3.0  | 
|  jaraco.functools  |  4.0.1  |  4.3.0  | 
|  jupyterlab  |  4.4.7  |  4.4.9  | 
|  lark  |  1.2.2  |  1.3.0  | 
|  libc-bin  |  2.35-0ubuntu3.10  |  2.35-0ubuntu3.11  | 
|  libc-dev-bin  |  2.35-0ubuntu3.10  |  2.35-0ubuntu3.11  | 
|  libc-devtools  |  2.35-0ubuntu3.10  |  2.35-0ubuntu3.11  | 
|  libc6  |  2.35-0ubuntu3.10  |  2.35-0ubuntu3.11  | 
|  libc6-dev  |  2.35-0ubuntu3.10  |  2.35-0ubuntu3.11  | 
|  libdpkg-perl  |  1.21.1ubuntu2.3  |  1.21.1ubuntu2.6  | 
|  linux-aws  |  6.8.0-1036.38\$122.04.1  |  6.8.0-1039.41\$122.04.1  | 
|  linux-headers-aws  |  6.8.0-1036.38\$122.04.1  |  6.8.0-1039.41\$122.04.1  | 
|  linux-image-aws  |  6.8.0-1036.38\$122.04.1  |  6.8.0-1039.41\$122.04.1  | 
|  linux-libc-dev  |  5.15.0-153.163  |  5.15.0-156.166  | 
|  linux-tools-common  |  5.15.0-153.163  |  5.15.0-156.166  | 
|  locales  |  2.35-0ubuntu3.10  |  2.35-0ubuntu3.11  | 
|  lustre-client-modules-aws  |  6.8.0-1036.38\$122.04.1  |  6.8.0-1039.41\$122.04.1  | 
|  notebook  |  7.4.5  |  7.4.6  | 
|  pydantic  |  2.9.2  |  2.11.9  | 
|  pydantic\$1core  |  2.23.4  |  2.33.2  | 
|  pyparsing  |  3.2.4  |  3.2.5  | 
|  python3-pip  |  22.0.2\$1dfsg-1ubuntu0.6  |  22.0.2\$1dfsg-1ubuntu0.7  | 
|  ruamel.yaml.clib  |  0.2.12  |  0.2.14  | 
|  safety-schemas  |  0.0.14  |  0.0.16  | 
|  typer  |  0.18.0  |  0.19.2  | 
|  typing\$1extensions  |  4.12.2  |  4.15.0  | 
|  wcwidth  |  0.2.13  |  0.2.14  | 
|  zope.interface  |  8.0  |  8.0.1  | 

##### Removed Packages
<a name="removed-package-info-gputf218oss-ul2204-2025-09-30"></a>


| 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-tools-6.8.0-1036-aws  | 
|  lustre-client-modules-6.8.0-1036-aws  | 

#### Archive
<a name="archive-x86-gpu-tensorflow-2.18-ubuntu-22-04"></a>

**Topics**
+ [Release Notes Archive](archive-detail-gpu-tensorflow-2.18-ubuntu-22-04.md)

# Release Notes Archive
<a name="archive-detail-gpu-tensorflow-2.18-ubuntu-22-04"></a>

##### Release Date: 2025-02-17
<a name="2025-02-17-gpu-tensorflow-2.18-ubuntu-22-04"></a>

**AMI name**: Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Ubuntu 22.04) 20250215

##### Updated
<a name="w2aac25c13b9b7c19b5b3b5"></a>
+ 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
<a name="w2aac25c13b9b7c19b5b3b7"></a>
+ 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: 2025-01-20
<a name="2025-01-20-gpu-tensorflow-2.18-ubuntu-22-04"></a>

**AMI name**: Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Ubuntu 22.04) 20250118

##### Updated
<a name="w2aac25c13b9b7c19b5b5b5"></a>
+ Upgraded Nvidia driver from version 550.90.07 to 550.127.05 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: 2024-12-09
<a name="2024-12-09-gpu-tensorflow-2.18-ubuntu-22-04"></a>

**AMI name**: Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Ubuntu 22.04) 20241206

##### Added
<a name="w2aac25c13b9b7c19b5b7b5"></a>
+ Initial release of the Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.18 (Ubuntu 22.04) series.
  + Software Includes the Following:
    + "nvidia-driver=550.127.05"
    + "fabric-manager=550.127.05"
    + "cuda=12.5"
    + "cudnn=9.5.1"
    + "efa=1.37.0"
    + "nccl=2.23.4"
    + "aws-nccl-ofi-plugin=v1.13.0-aws"
+ Tensorflow virtual environment (activation command source /opt/tensorflow/bin/activate) includes the following:
  + "tensorflow=2.18.0"

##### Fixed
<a name="w2aac25c13b9b7c19b5b7b7"></a>
+ 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
```

# Deep Learning AMI GPU TensorFlow 2.17 (Ubuntu 22.04)
<a name="aws-deep-learning-x86-gpu-tensorflow-2.17-ubuntu-22-04"></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).

#### AMI Name Format
<a name="name-x86-gpu-tensorflow-2.17-ubuntu-22-04"></a>
+ Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.17 (Ubuntu 22.04) \$1\$1YYYY-MM-DD\$1

#### SSM Parameter Query
<a name="ssm-param-x86-gpu-tensorflow-2.17-ubuntu-22-04"></a>

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

```
export SSM_PARAMETER=oss-nvidia-driver-gpu-tensorflow-2.17-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
<a name="awscli-x86-gpu-tensorflow-2.17-ubuntu-22-04"></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 TensorFlow 2.17 (Ubuntu 22.04) ????????' 'Name=state,Values=available' --query 'reverse(sort_by(Images, &CreationDate))[:1].ImageId' --output text
```

#### Latest Releases
<a name="latest-release-x86-gpu-tensorflow-2.17-ubuntu-22-04"></a>

**Topics**
+ [Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.17 (Ubuntu 22.04) 20251008](aws-deep-learning-ami-gputf217oss-ul2204-2025-10-14.md)
+ [Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.17 (Ubuntu 22.04) 20250830](aws-deep-learning-ami-gputf217oss-ul2204-2025-09-30.md)

# Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.17 (Ubuntu 22.04) 20251008
<a name="aws-deep-learning-ami-gputf217oss-ul2204-2025-10-14"></a>

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

##### Notices
<a name="notices-gputf217oss-ul2204"></a>
+  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
<a name="major-package-versions-gputf217oss-ul2204-2025-10-14"></a>


| Package Name | Version | 
| --- | --- | 
|  framework\$1version  |  2.17  | 
|  supported\$1ec2\$1instances  |  G4dn, G5, G6, Gr6, G6e, P4d, 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/tensorflow/bin/python3  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.3  | 
|  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-12.3/  | 
|  compute\$1architecture  |  x86\$164  | 

##### Package Changes from Previous Release
<a name="release-notes-gputf217oss-ul2204-2025-10-14"></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-gputf217oss-ul2204-2025-10-14"></a>


|  | 
| --- |
|  linux-aws-6.8-headers-6.8.0-1039-6.8.0-1039.41\$122.04.1  | 
|  linux-aws-6.8-headers-6.8.0-1040-6.8.0-1040.42\$122.04.1  | 
|  linux-aws-6.8-tools-6.8.0-1039-6.8.0-1039.41\$122.04.1  | 
|  linux-aws-6.8-tools-6.8.0-1040-6.8.0-1040.42\$122.04.1  | 
|  linux-headers-6.8.0-1039-aws-6.8.0-1039.41\$122.04.1  | 
|  linux-headers-6.8.0-1040-aws-6.8.0-1040.42\$122.04.1  | 
|  linux-image-6.8.0-1039-aws-6.8.0-1039.41\$122.04.1  | 
|  linux-image-6.8.0-1040-aws-6.8.0-1040.42\$122.04.1  | 
|  linux-modules-6.8.0-1039-aws-6.8.0-1039.41\$122.04.1  | 
|  linux-modules-6.8.0-1040-aws-6.8.0-1040.42\$122.04.1  | 
|  linux-tools-6.8.0-1039-aws-6.8.0-1039.41\$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  | 
|  pytokens-0.1.10  | 

##### Updated Packages
<a name="updated-package-info-gputf217oss-ul2204-2025-10-14"></a>


| Package Name | Previous Version | New Version | 
| --- | --- | --- | 
|  Authlib  |  1.6.3  |  1.6.5  | 
|  Markdown  |  3.8.2  |  3.9  | 
|  MarkupSafe  |  3.0.2  |  3.0.3  | 
|  PyYAML  |  6.0.2  |  6.0.3  | 
|  SecretStorage  |  3.3.3  |  3.4.0  | 
|  aiohttp  |  3.12.15  |  3.13.0  | 
|  amazon-cloudwatch-agent  |  1.300057.1b1167-1  |  1.300059.0b1207-1  | 
|  anyio  |  4.10.0  |  4.11.0  | 
|  attrs  |  25.3.0  |  25.4.0  | 
|  awscli  |  1.42.21  |  1.42.47  | 
|  beautifulsoup4  |  4.13.5  |  4.14.2  | 
|  billiard  |  4.2.1  |  4.2.2  | 
|  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  | 
|  black  |  25.1.0  |  25.9.0  | 
|  boto3  |  1.40.21  |  1.40.47  | 
|  botocore  |  1.40.21  |  1.40.47  | 
|  certifi  |  2025.8.3  |  2025.10.5  | 
|  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  |  45.0.6  |  46.0.2  | 
|  dask  |  2025.7.0  |  2025.9.1  | 
|  debugpy  |  1.8.16  |  1.8.17  | 
|  docker-buildx-plugin  |  28.3.3-1\$1ubuntu.22.04\$1jammy  |  0.29.1-1\$1ubuntu.22.04\$1jammy  | 
|  docker-ce-cli  |  28.3.3-1\$1ubuntu.22.04\$1jammy  |  28.5.1-1\$1ubuntu.22.04\$1jammy  | 
|  docker-ce-rootless-extras  |  28.3.3-1\$1ubuntu.22.04\$1jammy  |  28.5.1-1\$1ubuntu.22.04\$1jammy  | 
|  docker-compose-plugin  |  28.3.3-1\$1ubuntu.22.04\$1jammy  |  2.40.0-1\$1ubuntu.22.04\$1jammy  | 
|  dpkg-dev  |  1.21.1ubuntu2.3  |  1.21.1ubuntu2.6  | 
|  efa  |  2.17.2-1.amzn1  |  2.17.3-1.amzn1  | 
|  executing  |  2.2.0  |  2.2.1  | 
|  fastapi  |  0.116.1  |  0.118.2  | 
|  filelock  |  3.16.1  |  3.20.0  | 
|  flatbuffers  |  25.2.10  |  25.9.23  | 
|  fonttools  |  4.59.2  |  4.60.1  | 
|  frozenlist  |  1.7.0  |  1.8.0  | 
|  fsspec  |  2025.7.0  |  2025.9.0  | 
|  grpcio  |  1.74.0  |  1.75.1  | 
|  inspectorssmplugin  |  1.0.388  |  1.0.399  | 
|  ipython  |  9.5.0  |  9.6.0  | 
|  isort  |  6.0.1  |  6.1.0  | 
|  jsonschema-specifications  |  2025.4.1  |  2025.9.1  | 
|  jupyterlab  |  4.4.6  |  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  | 
|  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  | 
|  libmysqlclient21  |  8.0.43-0ubuntu0.22.04.1  |  8.0.43-0ubuntu0.22.04.2  | 
|  libnccl-ofi  |  1.16.2-1  |  1.16.3-1  | 
|  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  | 
|  libxml2  |  2.9.13\$1dfsg-1ubuntu0.8  |  2.9.13\$1dfsg-1ubuntu0.9  | 
|  libxnvctrl0  |  580.65.06-0ubuntu1  |  580.95.05-0ubuntu1  | 
|  linux-aws  |  6.8.0-1036.38\$122.04.1  |  6.8.0-1040.42\$122.04.1  | 
|  linux-headers-aws  |  6.8.0-1036.38\$122.04.1  |  6.8.0-1040.42\$122.04.1  | 
|  linux-image-aws  |  6.8.0-1036.38\$122.04.1  |  6.8.0-1040.42\$122.04.1  | 
|  linux-libc-dev  |  5.15.0-153.163  |  5.15.0-157.167  | 
|  linux-tools-common  |  5.15.0-153.163  |  5.15.0-157.167  | 
|  llvmlite  |  0.44.0  |  0.45.1  | 
|  locales  |  2.35-0ubuntu3.10  |  2.35-0ubuntu3.11  | 
|  lustre-client-modules-aws  |  6.8.0-1036.38\$122.04.1  |  6.8.0-1040.42\$122.04.1  | 
|  more-itertools  |  10.3.0  |  10.8.0  | 
|  multidict  |  6.6.4  |  6.7.0  | 
|  mypy  |  1.17.1  |  1.18.2  | 
|  narwhals  |  2.2.0  |  2.7.0  | 
|  nbclassic  |  1.3.1  |  1.3.3  | 
|  needrestart  |  3.5-5ubuntu2.4  |  3.5-5ubuntu2.5  | 
|  nh3  |  0.3.0  |  0.3.1  | 
|  nltk  |  3.9.1  |  3.9.2  | 
|  numba  |  0.61.2  |  0.62.1  | 
|  nvidia-ml-py  |  13.580.65  |  13.580.82  | 
|  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  | 
|  pip-tools  |  7.5.0  |  7.5.1  | 
|  platformdirs  |  4.4.0  |  4.5.0  | 
|  plotly  |  6.3.0  |  6.3.1  | 
|  prometheus\$1client  |  0.22.1  |  0.23.1  | 
|  psutil  |  6.1.1  |  7.1.0  | 
|  pyOpenSSL  |  25.1.0  |  25.3.0  | 
|  pycparser  |  2.22  |  2.23  | 
|  pydantic  |  2.9.2  |  2.12.0  | 
|  pydantic\$1core  |  2.23.4  |  2.41.1  | 
|  pylint  |  3.3.8  |  3.3.9  | 
|  pyparsing  |  3.2.3  |  3.2.5  | 
|  pytest  |  8.4.1  |  8.4.2  | 
|  python-json-logger  |  3.3.0  |  4.0.0  | 
|  python3-pip  |  22.0.2\$1dfsg-1ubuntu0.6  |  22.0.2\$1dfsg-1ubuntu0.7  | 
|  pyzmq  |  27.0.2  |  27.1.0  | 
|  regex  |  2025.8.29  |  2025.9.18  | 
|  ruamel.yaml.clib  |  0.2.12  |  0.2.14  | 
|  s3transfer  |  0.13.1  |  0.14.0  | 
|  safety-schemas  |  0.0.14  |  0.0.16  | 
|  scikit-learn  |  1.7.1  |  1.7.2  | 
|  scipy  |  1.16.1  |  1.16.2  | 
|  starlette  |  0.47.3  |  0.48.0  | 
|  systemd-hwe-hwdb  |  249.11.5  |  249.11.6  | 
|  tf\$1keras  |  2.19.0  |  2.17.0  | 
|  twine  |  6.1.0  |  6.2.0  | 
|  typer  |  0.16.1  |  0.19.2  | 
|  types-python-dateutil  |  2.9.0.20250822  |  2.9.0.20251008  | 
|  typing-inspection  |  0.4.1  |  0.4.2  | 
|  wcwidth  |  0.2.13  |  0.2.14  | 
|  websocket-client  |  1.8.0  |  1.9.0  | 
|  yarl  |  1.20.1  |  1.22.0  | 
|  zope.interface  |  7.2  |  8.0.1  | 

##### Removed Packages
<a name="removed-package-info-gputf217oss-ul2204-2025-10-14"></a>


| Package Name | 
| --- | 
|  linux-aws-6.8-headers-6.8.0-1035  | 
|  linux-aws-6.8-headers-6.8.0-1036  | 
|  linux-aws-6.8-tools-6.8.0-1035  | 
|  linux-aws-6.8-tools-6.8.0-1036  | 
|  linux-headers-6.8.0-1035-aws  | 
|  linux-headers-6.8.0-1036-aws  | 
|  linux-image-6.8.0-1035-aws  | 
|  linux-image-6.8.0-1036-aws  | 
|  linux-modules-6.8.0-1035-aws  | 
|  linux-modules-6.8.0-1036-aws  | 
|  linux-tools-6.8.0-1035-aws  | 
|  linux-tools-6.8.0-1036-aws  | 
|  lustre-client-modules-6.8.0-1036-aws  | 
|  nvidia-fabricmanager-570  | 

# Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.17 (Ubuntu 22.04) 20250830
<a name="aws-deep-learning-ami-gputf217oss-ul2204-2025-09-30"></a>

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

##### Major Package Versions
<a name="major-package-versions-gputf217oss-ul2204-2025-09-30"></a>


| Package Name | Version | 
| --- | --- | 
|  supported\$1ec2\$1instances  |  G4dn, G5, G6, Gr6, G6e, P4d, P5, P5e, P5en  | 
|  operating\$1system  |  Ubuntu 22.04.5 LTS  | 
|  compute\$1architecture  |  x86\$164  | 
|  kernel\$1version  |  6.8.0-1036-aws  | 
|  framework\$1version  |  2.17  | 
|  python\$1location  |  /opt/tensorflow/bin/python3  | 
|  nvidia\$1driver  |  570.172.08  | 
|  default\$1cuda  |  /usr/local/cuda-12.3/  | 
|  nvidia\$1cuda\$1stack  |  /usr/local/cuda-12.3  | 
|  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
<a name="release-notes-gputf217oss-ul2204-2025-09-30"></a>

**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
<a name="added-package-info-gputf217oss-ul2204-2025-09-30"></a>


|  | 
| --- |
|  linux-aws-6.8-headers-6.8.0-1036-6.8.0-1036.38\$122.04.1  | 
|  linux-aws-6.8-tools-6.8.0-1036-6.8.0-1036.38\$122.04.1  | 
|  linux-headers-6.8.0-1036-aws-6.8.0-1036.38\$122.04.1  | 
|  linux-image-6.8.0-1036-aws-6.8.0-1036.38\$122.04.1  | 
|  linux-modules-6.8.0-1036-aws-6.8.0-1036.38\$122.04.1  | 
|  linux-tools-6.8.0-1036-aws-6.8.0-1036.38\$122.04.1  | 
|  lustre-client-modules-6.8.0-1036-aws-2.15.6-1fsx21  | 

##### Updated Packages
<a name="updated-package-info-gputf217oss-ul2204-2025-09-30"></a>


| Package Name | Previous Version | New Version | 
| --- | --- | --- | 
|  Authlib  |  1.6.1  |  1.6.3  | 
|  awscli  |  1.42.16  |  1.42.21  | 
|  beautifulsoup4  |  4.13.4  |  4.13.5  | 
|  bokeh  |  3.7.3  |  3.8.0  | 
|  boto3  |  1.40.16  |  1.40.21  | 
|  botocore  |  1.40.16  |  1.40.21  | 
|  fonttools  |  4.59.1  |  4.59.2  | 
|  inspectorssmplugin  |  1.0.386  |  1.0.388  | 
|  ipython  |  9.4.0  |  9.5.0  | 
|  joblib  |  1.5.1  |  1.5.2  | 
|  jupyter-lsp  |  2.2.6  |  2.3.0  | 
|  libudisks2-0  |  2.9.4-1ubuntu2.2  |  2.9.4-1ubuntu2.3  | 
|  linux-aws  |  6.8.0-1035.37\$122.04.1  |  6.8.0-1036.38\$122.04.1  | 
|  linux-headers-aws  |  6.8.0-1035.37\$122.04.1  |  6.8.0-1036.38\$122.04.1  | 
|  linux-image-aws  |  6.8.0-1035.37\$122.04.1  |  6.8.0-1036.38\$122.04.1  | 
|  linux-libc-dev  |  5.15.0-152.162  |  5.15.0-153.163  | 
|  linux-tools-common  |  5.15.0-152.162  |  5.15.0-153.163  | 
|  lustre-client-modules-aws  |  6.8.0-1035.37\$122.04.1  |  6.8.0-1036.38\$122.04.1  | 
|  marshmallow  |  4.0.0  |  4.0.1  | 
|  matplotlib  |  3.10.5  |  3.10.6  | 
|  mistune  |  3.1.3  |  3.1.4  | 
|  narwhals  |  2.1.2  |  2.2.0  | 
|  parso  |  0.8.4  |  0.8.5  | 
|  platformdirs  |  4.3.8  |  4.2.2  | 
|  prompt\$1toolkit  |  3.0.51  |  3.0.52  | 
|  regex  |  2025.7.34  |  2025.8.29  | 
|  rpds-py  |  0.27.0  |  0.27.1  | 
|  soupsieve  |  2.7  |  2.8  | 
|  starlette  |  0.47.2  |  0.47.3  | 
|  typing\$1extensions  |  4.12.2  |  4.15.0  | 

##### Removed Packages
<a name="removed-package-info-gputf217oss-ul2204-2025-09-30"></a>


| Package Name | 
| --- | 
|  lustre-client-modules-6.8.0-1035-aws  | 

#### Archive
<a name="archive-x86-gpu-tensorflow-2.17-ubuntu-22-04"></a>

**Topics**
+ [Release Notes Archive](archive-detail-gpu-tensorflow-2.17-ubuntu-22-04.md)

# Release Notes Archive
<a name="archive-detail-gpu-tensorflow-2.17-ubuntu-22-04"></a>

##### Release Date: 2025-02-17
<a name="2025-02-17-gpu-tensorflow-2.17-ubuntu-22-04"></a>

**AMI name**: Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.17 (Ubuntu 22.04) 20250215

##### Updated
<a name="w2aac25c13b9b9c15b5b3b5"></a>
+ 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
<a name="w2aac25c13b9b9c15b5b3b7"></a>
+ 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: 2025-01-20
<a name="2025-01-20-gpu-tensorflow-2.17-ubuntu-22-04"></a>

**AMI name**: Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.17 (Ubuntu 22.04) 20250118

##### Updated
<a name="w2aac25c13b9b9c15b5b5b5"></a>
+ 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)

##### Version 2.17.1
<a name="2024-11-18-gpu-tensorflow-2.17-ubuntu-22-04"></a>

**Release date**: 2024-11-18

**AMI name**: Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.17 (Ubuntu 22.04) 20241115

##### Fixed
<a name="w2aac25c13b9b9c15b5b7b7"></a>
+ 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
```

##### Version 2.17.0
<a name="2024-09-25-gpu-tensorflow-2.17-ubuntu-22-04"></a>

**Release date**: 2024-09-25

**AMI name**: Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.17 (Ubuntu 22.04) 20240924

##### Added
<a name="w2aac25c13b9b9c15b5b9b7"></a>
+ Initial release of the Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.17 (Ubuntu 22.04) series.
  + Software Includes the Following:
    + "nvidia-driver=550.90.07"
    + "fabric-manager=550.90.07"
    + "cuda=12.3"
    + "cudnn=8.9.7"
    + "efa=1.34.0"
    + "nccl=2.22.3"
    + "aws-nccl-ofi-plugin=v1.11.0-aws"
+ Tensorflow virtual environment (activation command source /opt/tensorflow/bin/activate) includes the following:
  + "tensorflow=2.17.0"

# AWS Deep Learning AMI GPU TensorFlow 2.16 (Amazon Linux 2)
<a name="aws-deep-learning-ami-gpu-tensorflow-2.16-amazon-linux-2"></a>

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

#### AMI Name Format
<a name="name-gpu-tensorflow-2.16-amazon-linux-2"></a>
+ Deep Learning Proprietary Nvidia Driver AMI GPU TensorFlow 2.16 (Amazon Linux 2) \$1\$1YYYY-MM-DD\$1
+ Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.16 (Amazon Linux 2) \$1\$1YYYY-MM-DD\$1

#### Supported EC2 instances
<a name="instances-gpu-tensorflow-2.16-amazon-linux-2"></a>
+ Please refer to [Important changes to DLAMI](important-changes.md).
+ Deep Learning with OSS Nvidia Driver supports G4dn, G5, G6, Gr6, G6e, P4d, P4de, P5, P5e, P5en.
+ Deep Learning with Proprietary Nvidia Driver supports G3 (G3.16x not supported), P3, P3dn

#### The AMI includes the following:
<a name="contents-gpu-tensorflow-2.16-amazon-linux-2"></a>
+ **Supported AWS Service**: EC2
+ **Operating System**: Amazon Linux 2
+ **Compute Architecture**: x86
+ **Python**: /opt/tensorflow/bin/python3.10
+ **TensorFlow version**: 2.16
+ **NVIDIA Driver**:
  + OSS Nvidia driver: 550.144.03
  + Proprietary Nvidia driver: 550.144.03
+ **NVIDIA CUDA12 stack**:
  + CUDA, NCCL and cuDDN installation path: /usr/local/cuda-12.2/
+ **EFA Installer**: 1.34.0
+ **AWS CLI v2** as aws2 and **AWS CLI v1** as aws
+ **EBS volume type**: gp3
+ **Query AMI-ID with SSM Parameter (example region is us-east-1)**:
  + **OSS Nvidia Driver**:

    ```
    aws ssm get-parameter --name /aws/service/deeplearning/ami/x86_64/oss-nvidia-driver-gpu-tensorflow-2.16-amazon-linux-2/latest/ami-id --region us-east-1 --query "Parameter.Value" --output text
    ```
  + **Proprietary Nvidia Driver**:

    ```
    aws ssm get-parameter --name /aws/service/deeplearning/ami/x86_64/proprietary-nvidia-driver-gpu-tensorflow-2.16-amazon-linux-2/latest/ami-id --region us-east-1 --query "Parameter.Value" --output text
    ```
+ **Query AMI-ID with AWSCLI (example region is us-east-1)**:
  + **OSS Nvidia Driver**:

    ```
    aws ec2 describe-images --region us-east-1 --owners amazon --filters 'Name=name,Values=Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.16 (Amazon Linux 2) ????????' 'Name=state,Values=available' --query 'reverse(sort_by(Images, &CreationDate))[:1].ImageId' --output text
    ```
  + **Proprietary Nvidia Driver**:

    ```
    aws ec2 describe-images --region us-east-1 --owners amazon --filters 'Name=name,Values=Deep Learning Proprietary Nvidia Driver AMI GPU TensorFlow 2.16 (Amazon Linux 2) ????????' 'Name=state,Values=available' --query 'reverse(sort_by(Images, &CreationDate))[:1].ImageId' --output text
    ```

#### Notice
<a name="notices-gpu-tensorflow-2.16-amazon-linux-2"></a>

##### NVIDIA Container Toolkit 1.17.4
<a name="nvidia-container-toolkit-gpu-tensorflow-2.16-amazon-linux-2"></a>

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 under the "If you use a CUDA compatibility layer" tutorial here - [https://docs.aws.amazon.com/sagemaker/latest/dg/inference-gpu-drivers.html\$1collapsible-cuda-compat](https://docs.aws.amazon.com/sagemaker/latest/dg/inference-gpu-drivers.html#collapsible-cuda-compat)

##### Future TensorFlow Operating System Updates
<a name="future-os-updates-gpu-tensorflow-2.16-amazon-linux-2"></a>

TensorFlow 2.16 will be the last DLAMI that utilizes the Ubuntu 20.04 Operating System. Starting with TensorFlow 2.17 and above, DLAMIs will begin to utilize Ubuntu 22.04 as the base Operating System. For customers looking to upgrade to these new versions, please ensure your workflows are ready for this upgrade.

##### Keras version pinned to 2.0 instead of 3.0
<a name="keras-version-gpu-tensorflow-2.16-amazon-linux-2"></a>

With the latest TF2.16 release, Keras has been upgraded from major version 2 to major version 3.0. This Keras version is a complete rewrite of the Keras package (please see the [Keras 3 documentation](https://keras.io/keras_3/) for more information). To ensure compatibility with customer workflows, we have pinned Keras versions to 2.0 using the environment variable TF\$1USE\$1LEGACY\$1KERAS=1. If your workflows require usage of Keras 3.0, please remove this environment variable from your TensorFlow virtual environment /opt/tensorflow using the following script:

```
source /opt/tensorflow/bin/activate
unset TF_USE_LEGACY_KERAS
```

#### Release Date: 2025-02-17
<a name="2025-02-17-gpu-tensorflow-2.16-amazon-linux-2"></a>

**AMI Names:**
+ Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.16 (Amazon Linux 2) 20250215
+ Deep Learning Proprietary Nvidia Driver AMI GPU TensorFlow 2.16 (Amazon Linux 2) 20250215

##### Updated
<a name="w2aac25c13b9c11c13b7"></a>
+ 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 under the "If you use a CUDA compatibility layer" tutorial here - [https://docs.aws.amazon.com/sagemaker/latest/dg/inference-gpu-drivers.html\$1collapsible-cuda-compat](https://docs.aws.amazon.com/sagemaker/latest/dg/inference-gpu-drivers.html#collapsible-cuda-compat)

##### Removed
<a name="w2aac25c13b9c11c13b9"></a>
+ Removed user space libraries cuobj and nvdisasm provided by [NVIDIA CUDA toolkit](https://docs.nvidia.com/cuda/) to address CVE's present in the [NVIDIA CUDA Toolkit Security Bulletin for February 18, 2025](https://nvidia.custhelp.com/app/answers/detail/a_id/5594)

#### Release Date: 2025-01-20
<a name="2025-01-20-gpu-tensorflow-2.16-amazon-linux-2"></a>

**AMI Names:**
+ Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.16 (Amazon Linux 2) 20250120
+ Deep Learning Proprietary Nvidia Driver AMI GPU TensorFlow 2.16 (Amazon Linux 2) 20250118

##### Updated
<a name="w2aac25c13b9c11c15b7"></a>
+ Upgraded Nvidia driver from version 550.127.05 to 550.144.03 to address CVE's present in the [NVIDIA GPU Display Driver Security Bulletin for January 2025](https://nvidia.custhelp.com/app/answers/detail/a_id/5614)

#### Release Date: 2024-10-23
<a name="2024-10-23-gpu-tensorflow-2.16-amazon-linux-2"></a>

**AMI Names:**
+ Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.16 (Amazon Linux 2) 20241022
+ Deep Learning Proprietary Nvidia Driver AMI GPU TensorFlow 2.16 (Amazon Linux 2) 20241023

##### Updated
<a name="w2aac25c13b9c11c17b7"></a>
+ Upgraded Nvidia driver from version 550.90.07 to 550.127.05 to address CVE's present in the [NVIDIA GPU Display Security Bulletin for October 2024](https://nvidia.custhelp.com/app/answers/detail/a_id/5586)

#### Release Date: 2024-09-28
<a name="2024-09-28-gpu-tensorflow-2.16-amazon-linux-2"></a>

**AMI Names:**
+ Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.16 (Amazon Linux 2) 20240928
+ Deep Learning Proprietary Nvidia Driver AMI GPU TensorFlow 2.16 (Amazon Linux 2) 20240928

##### Updated
<a name="w2aac25c13b9c11c19b7"></a>
+ Upgraded Nvidia Container Toolkit from version 1.16.1 to 1.16.2, addressing the security vulnerability [CVE-2024-0133](https://nvd.nist.gov/vuln/detail/CVE-2024-0133).

#### Release Date: 2024-09-21
<a name="2024-09-21-gpu-tensorflow-2.16-amazon-linux-2"></a>

**AMI Names:**
+ Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.16 (Amazon Linux 2) 20240921
+ Deep Learning Proprietary Nvidia Driver AMI GPU TensorFlow 2.16 (Amazon Linux 2) 20240921

##### Updated
<a name="w2aac25c13b9c11c21b7"></a>
+ Upgraded Nvidia driver and Fabric Manager from version 535.183.01 to 550.90.07
+ Upgraded EFA Version from 1.32.0 to 1.34.0
+ Updated PyTorch version from version 2.3.0 to 2.3.1

##### Added
<a name="w2aac25c13b9c11c21b9"></a>
+ Added support for P5e EC2 Instance on OSS Nvidia Driver Images.

#### Release Date: 2024-08-19
<a name="2024-08-19-gpu-tensorflow-2.16-amazon-linux-2"></a>

**AMI Names:**
+ Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.16 (Amazon Linux 2) 20240817

##### Added
<a name="w2aac25c13b9c11c23b7"></a>
+ Added support for [G6e EC2 instance](https://aws.amazon.com/ec2/instance-types/g6e/).

#### Version 2.16.2 - Release Date: 2024-07-26
<a name="2024-07-26-gpu-tensorflow-2.16-amazon-linux-2"></a>

**AMI Names:**
+ Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.16 (Amazon Linux 2) 20240725

##### Updated
<a name="w2aac25c13b9c11c25b7"></a>
+ Updated TensorFlow patch version from version 2.16.1 to 2.16.2
+ Resolved incorrect TensorFlow minor version in DLAMI released on 2024-07-17
  + Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.16 (Amazon Linux 2) 20240717 release inadvertently contained TensorFlow minor version 2.17 rather than 2.16. Please ensure workflows reliant on TensorFlow 2.16 are upgrading to the latest DLAMI.

#### Version 2.16.1 - Release Date: 2024-06-10
<a name="2024-06-10-gpu-tensorflow-2.16-amazon-linux-2"></a>

**AMI Names:**
+ Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.16 (Amazon Linux 2) 20240607
+ Deep Learning Proprietary Nvidia Driver AMI GPU TensorFlow 2.16 (Amazon Linux 2) 20240610

##### Updated
<a name="w2aac25c13b9c11c27b7"></a>
+ Updated Nvidia driver version to 535.183.01 from 535.161.08

#### Release Date: 2024-05-10
<a name="2024-05-10-gpu-tensorflow-2.16-amazon-linux-2"></a>

Please refer to [Important changes to DLAMI](important-changes.md)

**AMI Names:**
+ Deep Learning Proprietary Nvidia Driver AMI GPU TensorFlow 2.16 (Amazon Linux 2) 20240510
+ Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.16 (Amazon Linux 2) 20240510

##### Added
<a name="w2aac25c13b9c11c29b9"></a>
+ Initial release of:
  + Deep Learning Proprietary Nvidia Driver AMI GPU TensorFlow 2.16 (Amazon Linux 2) series.
  + Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.16 (Amazon Linux 2) series.
  + Software Includes the Following:
    + "nvidia-driver=535.161.08"
    + "fabric-manager=535.161.08"
    + "cuda=12.3"
    + "cudnn=8.9.7"
    + "efa=1.32.0"
    + "nccl=2.21.5"
    + "aws-nccl-ofi-plugin=v1.9.1-aws"
+ Added tensorflow virtual environment (activation command source /opt/tensorflow/bin/activate). This environment includes the following:
  + "tensorflow=2.16.1"
  + **NOTE**
    + Starting with TF2.16, the tf.estimator API is removed.
      + To continue using tf.estimator, you will need to use TF 2.15 or an earlier version. Please see the [TensorFlow 2.16.1 release notes](https://github.com/tensorflow/tensorflow/releases/tag/v2.16.1) for more information
    + To ensure compatibility with customer workflows, we have pinned Keras versions to 2.0 using the environment variable TF\$1USE\$1LEGACY\$1KERAS=1. If your workflows require usage of Keras 3.0, please remove this environment variable from your TensorFlow virtual environment /opt/tensorflow using the following script:

```
source /opt/tensorflow/bin/activate
unset TF_USE_LEGACY_KERAS
```

# AWS Deep Learning AMI GPU TensorFlow 2.16 (Ubuntu 20.04)
<a name="aws-deep-learning-ami-gpu-tensorflow-2.16-ubuntu-20-04"></a>

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

#### AMI Name Format
<a name="name-gpu-tensorflow-2.16-ubuntu-20-04"></a>
+ Deep Learning Proprietary Nvidia Driver AMI GPU TensorFlow 2.16 (Ubuntu 20.04) \$1\$1YYYY-MM-DD\$1
+ Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.16 (Ubuntu 20.04) \$1\$1YYYY-MM-DD\$1

#### Supported EC2 instances
<a name="instances-gpu-tensorflow-2.16-ubuntu-20-04"></a>
+ Please refer to [Important changes to DLAMI](important-changes.md)
+ Deep Learning with OSS Nvidia Driver supports G4dn, G5, G6, Gr6, G6e, P4d, P4de, P5, P5e, P5en.
+ Deep Learning with Proprietary Nvidia Driver supports G3 (G3.16x not supported), P3, P3dn

#### The AMI includes the following:
<a name="contents-gpu-tensorflow-2.16-ubuntu-20-04"></a>
+ **Supported AWS Service**: EC2
+ **Operating System**: Ubuntu 20.04
+ **Compute Architecture**: x86
+ **Python**: /opt/tensorflow/bin/python3.10
+ **TensorFlow version**: 2.16
+ **NVIDIA Driver**:
  + OSS Nvidia driver: 550.144.03
  + Proprietary Nvidia driver: 550.144.03
+ **NVIDIA CUDA12 stack**:
  + CUDA, NCCL and cuDDN installation path: /usr/local/cuda-12.3/
+ **EFA Installer**: 1.34.0
+ **AWS CLI v2** as aws2 and **AWS CLI v1** as aws
+ **EBS volume type**: gp3
+ **Query AMI-ID with SSM Parameter (example region is us-east-1)**:
  + **OSS Nvidia Driver**:

    ```
    aws ssm get-parameter --name /aws/service/deeplearning/ami/x86_64/oss-nvidia-driver-gpu-tensorflow-2.16-ubuntu-20.04/latest/ami-id --region us-east-1 --region us-east-1 --query "Parameter.Value" --output text
    ```
  + **Proprietary Nvidia Driver**:

    ```
    aws ssm get-parameter --name /aws/service/deeplearning/ami/x86_64/proprietary-nvidia-driver-gpu-tensorflow-2.16-ubuntu-20.04/latest/ami-id --region us-east-1 --region us-east-1 --query "Parameter.Value" --output text
    ```
+ **Query AMI-ID with AWSCLI (example region is us-east-1)**:
  + **OSS Nvidia Driver**:

    ```
    aws ec2 describe-images --region us-east-1 --owners amazon --filters 'Name=name,Values=Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.16 (Ubuntu 20.04) ????????' 'Name=state,Values=available' --query 'reverse(sort_by(Images, &CreationDate))[:1].ImageId' --output text
    ```
  + **Proprietary Nvidia Driver**:

    ```
    aws ec2 describe-images --region us-east-1 --owners amazon --filters 'Name=name,Values=Deep Learning Proprietary Nvidia Driver AMI GPU TensorFlow 2.16 (Ubuntu 20.04) ????????' 'Name=state,Values=available' --query 'reverse(sort_by(Images, &CreationDate))[:1].ImageId' --output text
    ```

#### Notice
<a name="notices-gpu-tensorflow-2.16-ubuntu-20-04"></a>

##### Keras version pinned to 2.0 instead of 3.0
<a name="w2aac25c13b9c13c11b3"></a>

With the latest TF2.16 release, Keras has been upgraded from major version 2 to major version 3.0. This Keras version is a complete rewrite of the Keras package (please see the [Keras 3 documentation](https://keras.io/keras_3/) for more information). To ensure compatibility with customer workflows, we have pinned Keras versions to 2.0 using the environment variable TF\$1USE\$1LEGACY\$1KERAS=1 . If your workflows require usage of Keras 3.0, please remove this environment variable from your TensorFlow virtual environment /opt/tensorflow using the following script:

```
source /opt/tensorflow/bin/activate
unset TF_USE_LEGACY_KERAS
```

#### Release Date: 2025-02-17
<a name="2025-02-17-gpu-tensorflow-2.16-ubuntu-20-04"></a>

**AMI Names:**
+ Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.16 (Ubuntu 20.04) 20250215
+ Deep Learning Proprietary Nvidia Driver AMI GPU TensorFlow 2.16 (Ubuntu 20.04) 20250215

##### Updated
<a name="w2aac25c13b9c13c13b7"></a>
+ 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)

##### Removed
<a name="w2aac25c13b9c13c13b9"></a>
+ Removed user space libraries cuobj and nvdisasm provided by [NVIDIA CUDA toolkit](https://docs.nvidia.com/cuda/).

#### Release Date: 2025-01-20
<a name="2025-01-20-gpu-tensorflow-2.16-ubuntu-20-04"></a>

**AMI Names:**
+ Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.16 (Ubuntu 20.04) 20250118
+ Deep Learning Proprietary Nvidia Driver AMI GPU TensorFlow 2.16 (Ubuntu 20.04) 20250118

##### Updated
<a name="w2aac25c13b9c13c15b7"></a>
+ Upgraded Nvidia driver from version 550.127.05 to 550.144.03 to address CVE's present in the [NVIDIA GPU Display Driver Security Bulletin for January 2025](https://nvidia.custhelp.com/app/answers/detail/a_id/5614)

#### Release Date: 2024-10-22
<a name="2024-10-22-gpu-tensorflow-2.16-ubuntu-20-04"></a>

**AMI Names:**
+ Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.16 (Ubuntu 20.04) 20241022
+ Deep Learning Proprietary Nvidia Driver AMI GPU TensorFlow 2.16 (Ubuntu 20.04) 20241022

##### Updated
<a name="w2aac25c13b9c13c17b7"></a>
+ Upgraded Nvidia driver from version 550.90.07 to 550.127.05 to address CVE's present in the [NVIDIA GPU Display Security Bulletin for October 2024](https://nvidia.custhelp.com/app/answers/detail/a_id/5586)

#### Release Date: 2024-10-04
<a name="2024-10-04-gpu-tensorflow-2.16-ubuntu-20-04"></a>

**AMI Names:**
+ Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.16 (Ubuntu 20.04) 20241004
+ Deep Learning Proprietary Nvidia Driver AMI GPU TensorFlow 2.16 (Ubuntu 20.04) 20240920

##### Updated
<a name="w2aac25c13b9c13c19b7"></a>
+ Upgraded Nvidia Container Toolkit from version 1.16.1 to 1.16.2, addressing the security vulnerability [CVE-2024-0133](https://nvd.nist.gov/vuln/detail/CVE-2024-0133).

#### Release Date: 2024-09-20
<a name="2024-09-20-gpu-tensorflow-2.16-ubuntu-20-04"></a>

**AMI Names:**
+ Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.16 (Ubuntu 20.04) 20240920
+ Deep Learning Proprietary Nvidia Driver AMI GPU TensorFlow 2.16 (Ubuntu 20.04) 20240920

##### Updated
<a name="w2aac25c13b9c13c21b7"></a>
+ Upgraded Nvidia driver and Fabric Manager from version 535.183.01 to 550.90.07
+ Upgraded EFA Version from 1.32.0 to 1.34.0
+ Updated PyTorch version from version 2.3.0 to 2.3.1

##### Added
<a name="w2aac25c13b9c13c21b9"></a>
+ Added support for P5e EC2 Instance on OSS Nvidia Driver Images.

#### Release Date: 2024-08-19
<a name="2024-08-19-gpu-tensorflow-2.16-ubuntu-20-04"></a>

**AMI Names:**
+ Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.16 (Ubuntu 20.04) 20240816

##### Added
<a name="w2aac25c13b9c13c23b7"></a>
+ Added support for [G6e EC2 instance](https://aws.amazon.com/ec2/instance-types/g6e/).

#### Version 2.16.2 - Release Date: 2024-07-25
<a name="2024-07-25-gpu-tensorflow-2.16-ubuntu-20-04"></a>

**AMI Names:**
+ Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.16 (Ubuntu 20.04) 20240725

##### Updated
<a name="w2aac25c13b9c13c25b7"></a>
+ Updated TensorFlow patch version from version 2.16.1 to 2.16.2
+ Resolved TensorFlow minor version being upgraded from 2.16 to 2.17
  + Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.16 (Ubuntu 20.04) 20240717 release inadvertently contained TensorFlow minor version 2.17 rather than 2.16. Please ensure workflows reliant on TensorFlow 2.16 are upgrading to the latest DLAMI.

#### Version 2.16.1 - Release Date: 2024-06-06
<a name="2024-06-06-gpu-tensorflow-2.16-ubuntu-20-04"></a>

**AMI Names:**
+ Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.16 (Ubuntu 20.04) 20240606
+ Deep Learning Proprietary Nvidia Driver AMI GPU TensorFlow 2.16 (Ubuntu 20.04) 20240606

##### Updated
<a name="w2aac25c13b9c13c27b7"></a>
+ Updated Nvidia driver version to 535.183.01 from 535.161.08

#### Release Date: 2024-05-10
<a name="2024-05-10-gpu-tensorflow-2.16-ubuntu-20-04"></a>

**AMI Names:**

Please refer to [Important changes to DLAMI](important-changes.md)
+ Deep Learning Proprietary Nvidia Driver AMI GPU TensorFlow 2.16 (Ubuntu 20.04) <>
+ Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.16 (Ubuntu 20.04) <>

##### Added
<a name="w2aac25c13b9c13c29b9"></a>
+ Initial release of:
  + Deep Learning Proprietary Nvidia Driver AMI GPU TensorFlow 2.16 (Ubuntu 20.04) series.
  + Deep Learning OSS Nvidia Driver AMI GPU TensorFlow 2.16 (Ubuntu 20.04) series.
  + Software Includes the Following:
    + "nvidia-driver=535.161.08"
    + "fabric-manager=535.161.08"
    + "cuda=12.3"
    + "cudnn=8.9.7"
    + "efa=1.32.0"
    + "nccl=2.21.5"
    + "aws-nccl-ofi-plugin=v1.9.1-aws"
+ Added tensorflow virtual environment (activation command source /opt/tensorflow/bin/activate). This environment includes the following:
  + "tensorflow=2.16.1"
  + NOTE
    + Starting with TF2.16, the tf.estimator API is removed.
      + To continue using tf.estimator, you will need to use TF 2.15 or an earlier version. Please see the [TensorFlow 2.16.1 release notes](https://github.com/tensorflow/tensorflow/releases/tag/v2.16.1) for more information
    + To ensure compatibility with customer workflows, we have pinned Keras versions to 2.0 using the environment variable TF\$1USE\$1LEGACY\$1KERAS=1 . If your workflows require usage of Keras 3.0, please remove this environment variable from your TensorFlow virtual environment /opt/tensorflow using the following script:

```
source /opt/tensorflow/bin/activate
unset TF_USE_LEGACY_KERAS
```