AI Accelerators provide optimized runtime environments that leverage hardware acceleration for machine learning and deep learning workloads. On Ubuntu 24.04, support is available for NVIDIA CUDA, AMD ROCm, and Intel oneAPI, enabling high-performance AI model training, inference, and data analytics across diverse platforms.

Features of AI Accelerators:

• NVIDIA CUDA 12.6.77 with cuDNN 9.x for GPU-accelerated deep learning.
• AMD ROCm 6.1 supporting HIP, MIOpen, and advanced HPC workloads.
• Intel oneAPI 2025.0.0 with optimized AI libraries and compilers.
• Seamless integration with popular frameworks like TensorFlow and PyTorch.
• Improved performance for HPC, data centers, and enterprise AI environments.
• Cross-platform support for Linux-based AI and ML solutions.

To check the installed version of AI accelerators, run these commands in your environment:

$ sudo su
$ sudo apt update
$ nvcc --version    # For CUDA toolkit version

Disclaimer: AI Accelerators rely on vendor-specific drivers and libraries (NVIDIA, AMD, Intel). They are maintained by their respective providers and the open-source community. Users should consult official documentation for installation, configuration, and compatibility details. Use at your own risk; the developers are not responsible for any misconfigurations or performance issues.