Release Notes Archive - AWS Deep Learning AMIs

Release Notes Archive

Release Date: 2025-02-17

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

Updated
Removed
Release Date: 2025-01-20

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

Updated
Release Date: 2024-12-09

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

Added
  • 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
  • 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