By using this site, you agree to the Privacy Policy and Terms of Use.
Accept
AIModelKitAIModelKitAIModelKit
  • Home
  • News
    NewsShow More
    SpaceXAI’s Grok Tool Uploading Users’ Entire Codebase to Cloud Storage: What You Need to Know
    SpaceXAI’s Grok Tool Uploading Users’ Entire Codebase to Cloud Storage: What You Need to Know
    4 Min Read
    New York Leads the Way: First State to Enforce One-Year Moratorium on New AI Data Centers
    New York Leads the Way: First State to Enforce One-Year Moratorium on New AI Data Centers
    4 Min Read
    AI Replacing New York Nurses: Why Patients Should be Concerned About Quality of Care
    AI Replacing New York Nurses: Why Patients Should be Concerned About Quality of Care
    5 Min Read
    Navigating AI Agent Crawlers and Cloudflare’s New Rules: A Comprehensive Guide
    Navigating AI Agent Crawlers and Cloudflare’s New Rules: A Comprehensive Guide
    5 Min Read
    How Apple’s Self-Driving Car Program Paved the Way for Advanced AI Chip Technology
    How Apple’s Self-Driving Car Program Paved the Way for Advanced AI Chip Technology
    4 Min Read
  • Open-Source Models
    Open-Source ModelsShow More
    Exploring How Mobility Enhances Language Models’ Understanding of Location
    Exploring How Mobility Enhances Language Models’ Understanding of Location
    5 Min Read
    Optimize Candidate Biomarkers with Our AI Tool for Wearable Sensor Data Analysis
    Optimize Candidate Biomarkers with Our AI Tool for Wearable Sensor Data Analysis
    4 Min Read
    Beyond BMI: Assessing Cardiometabolic Risk Using Smartphone Images
    Beyond BMI: Assessing Cardiometabolic Risk Using Smartphone Images
    5 Min Read
    Overcoming Recall Challenges: The Impact of Empty Shelves and Lost Keys on Parametric Factuality
    Overcoming Recall Challenges: The Impact of Empty Shelves and Lost Keys on Parametric Factuality
    6 Min Read
    Enhancing AMIE for Expert-Level Audio-Visual Clinical Consultations
    Enhancing AMIE for Expert-Level Audio-Visual Clinical Consultations
    5 Min Read
  • Guides
    GuidesShow More
    Your Comprehensive Guide to Practical Constraint Decoding: Basics and Applications
    Your Comprehensive Guide to Practical Constraint Decoding: Basics and Applications
    6 Min Read
    KDnuggets Weekly Data Science News Roundup: Highlights from July 20, 2026
    KDnuggets Weekly Data Science News Roundup: Highlights from July 20, 2026
    4 Min Read
    Unlock Your AI Potential with Kaggle and Google’s Free 5-Day Agentic AI Course
    Unlock Your AI Potential with Kaggle and Google’s Free 5-Day Agentic AI Course
    6 Min Read
    Top 5 High-Performance MCP Servers for Optimal Agentic Development
    Top 5 High-Performance MCP Servers for Optimal Agentic Development
    6 Min Read
    Top 5 Free Resources for Understanding Agentic AI: Unlock Your Knowledge
    Top 5 Free Resources for Understanding Agentic AI: Unlock Your Knowledge
    6 Min Read
  • Tools
    ToolsShow More
    Optimizing LFM2.5 Q4_0 Checkpoints through Quantization-Aware Distillation Techniques
    Optimizing LFM2.5 Q4_0 Checkpoints through Quantization-Aware Distillation Techniques
    4 Min Read
    Deploy Qwen 3.8-2.4T-A95B: A Configurable 2.4T Parameter Model on NVIDIA GB300 NVL72 for Enhanced Reasoning
    Deploy Qwen 3.8-2.4T-A95B: A Configurable 2.4T Parameter Model on NVIDIA GB300 NVL72 for Enhanced Reasoning
    6 Min Read
    Optimize Your AI Models with Baseten on Hugging Face Inference Providers 🔥
    Optimize Your AI Models with Baseten on Hugging Face Inference Providers 🔥
    5 Min Read
    July 2026 Security Incident Disclosure: Key Insights and Updates
    July 2026 Security Incident Disclosure: Key Insights and Updates
    6 Min Read
    Boosting Performance with Native-Speed vLLM Transformers for Enhanced Modeling Backend
    Boosting Performance with Native-Speed vLLM Transformers for Enhanced Modeling Backend
    5 Min Read
  • Events
    EventsShow More
    Empowering Veteran Students: Effective Teaching Strategies in Technology and Learning
    Empowering Veteran Students: Effective Teaching Strategies in Technology and Learning
    4 Min Read
    NVIDIA Partners with NSF to Enhance AI Research and Education Through State and Regional AI Hubs Across the US
    NVIDIA Partners with NSF to Enhance AI Research and Education Through State and Regional AI Hubs Across the US
    5 Min Read
    South Korea Unveils AI Future at AI Summit with NVIDIA and Strategic Partners
    South Korea Unveils AI Future at AI Summit with NVIDIA and Strategic Partners
    5 Min Read
    NVIDIA Launches First Open-Source GPU-Accelerated Framework for Medical Physics Simulations
    NVIDIA Launches First Open-Source GPU-Accelerated Framework for Medical Physics Simulations
    5 Min Read
    Unlocking the Power of Open Models at Nemotron Labs: Discover the Advantage
    Unlocking the Power of Open Models at Nemotron Labs: Discover the Advantage
    7 Min Read
  • Ethics
    EthicsShow More
    Why Law Enforcement Has Been Advised to Suspend AI Use in Court Cases
    Why Law Enforcement Has Been Advised to Suspend AI Use in Court Cases
    6 Min Read
    Exploring Space Threats from Mirrors and Recognizing AI Drug Innovations: The Download
    Exploring Space Threats from Mirrors and Recognizing AI Drug Innovations: The Download
    5 Min Read
    Understanding AI Bias: How Human Decisions Shape Algorithmic Errors
    Understanding AI Bias: How Human Decisions Shape Algorithmic Errors
    5 Min Read
    How This Company’s Space Mirror Plans Could Threaten the Night Sky for Everyone
    How This Company’s Space Mirror Plans Could Threaten the Night Sky for Everyone
    5 Min Read
    Understanding Orphan Risks in Artificial Intelligence: Insights from Diverging Safety and Compliance Frameworks on AI Companies’ Risk Prioritization
    Understanding Orphan Risks in Artificial Intelligence: Insights from Diverging Safety and Compliance Frameworks on AI Companies’ Risk Prioritization
    5 Min Read
  • Comparisons
    ComparisonsShow More
    Understanding Decentralization: An Ontological Exploration and Definition
    Understanding Decentralization: An Ontological Exploration and Definition
    5 Min Read
    Microsoft Transitions AI Governance from Policy Frameworks to Real-time Enforcement
    Microsoft Transitions AI Governance from Policy Frameworks to Real-time Enforcement
    6 Min Read
    Optimizing Multi-Turn Reasoning in LLM Agents with Fine-Grained Reward Structures and Effective Credit Assignment Strategies
    Optimizing Multi-Turn Reasoning in LLM Agents with Fine-Grained Reward Structures and Effective Credit Assignment Strategies
    6 Min Read
    Analyzing Prompt-Induced Waste in Coding Agents: Optimizing Reasoning, Effort, Design, and End-to-End Costs
    Analyzing Prompt-Induced Waste in Coding Agents: Optimizing Reasoning, Effort, Design, and End-to-End Costs
    6 Min Read
    Google’s HEIR: Simplifying Homomorphic Encryption Inference with One-Click Functionality
    Google’s HEIR: Simplifying Homomorphic Encryption Inference with One-Click Functionality
    5 Min Read
Search
  • Privacy Policy
  • Terms of Service
  • Contact Us
  • FAQ / Help Center
  • Advertise With Us
  • Latest News
  • Model Comparisons
  • Tutorials & Guides
  • Open-Source Tools
  • Community Events
© 2025 AI Model Kit. All Rights Reserved.
Reading: Unlocking Performance: NVIDIA HPC SDK 24.1 Release Overview
Share
Notification Show More
Font ResizerAa
AIModelKitAIModelKit
Font ResizerAa
  • 🏠
  • 🚀
  • 📰
  • 💡
  • 📚
  • ⭐
Search
  • Home
  • News
  • Models
  • Guides
  • Tools
  • Ethics
  • Events
  • Comparisons
Follow US
  • Latest News
  • Model Comparisons
  • Tutorials & Guides
  • Open-Source Tools
  • Community Events
© 2025 AI Model Kit. All Rights Reserved.
AIModelKit > Tools > Unlocking Performance: NVIDIA HPC SDK 24.1 Release Overview
Tools

Unlocking Performance: NVIDIA HPC SDK 24.1 Release Overview

aimodelkit
Last updated: April 12, 2025 3:29 pm
aimodelkit
Share
Unlocking Performance: NVIDIA HPC SDK 24.1 Release Overview
SHARE

Comprehensive Guide to Installing NVIDIA HPC SDK on Linux Arm Servers

The NVIDIA HPC SDK is a powerful toolset designed for high-performance computing (HPC) applications. It includes compilers, libraries, and tools that are optimized for NVIDIA’s architecture. This guide will walk you through the installation process for various Linux distributions on Arm servers, focusing on both CUDA version 12.3 and bundled versions with CUDA 12.3 and 11.8.

Contents
  • Installation Instructions for Linux Arm Server (CUDA 12.3)
    • Using Tar File
    • Using DNF for RHEL/Rocky Linux
    • Using Yum for RHEL/Rocky Linux
    • Using Zypper for SLES/SUSE
    • Using APT for Ubuntu
  • Installation Instructions for Linux Arm Server (CUDA 12.3 and 11.8)
    • Using Tar File for Multi-CUDA Installation
    • Using DNF for Multi-CUDA Installation on RHEL/Rocky
    • Using Yum for Multi-CUDA Installation on RHEL/Rocky
    • Using Zypper for Multi-CUDA Installation on SLES/SUSE
    • Using APT for Multi-CUDA Installation on Ubuntu
  • Additional Resources

Installation Instructions for Linux Arm Server (CUDA 12.3)

Using Tar File

For users preferring a tarball installation, follow these steps:

  1. Download the Tar File:
    wget https://developer.download.nvidia.com/hpc-sdk/24.1/nvhpc_2024_241_Linux_aarch64_cuda_12.3.tar.gz
  2. Extract the Files:
    tar xpzf nvhpc_2024_241_Linux_aarch64_cuda_12.3.tar.gz
  3. Run the Installer:
    nvhpc_2024_241_Linux_aarch64_cuda_12.3/install

Make sure to execute the install command with the necessary permissions, especially if you’re installing into directories like /opt.

Using DNF for RHEL/Rocky Linux

If you are on a RHEL or Rocky Linux system, you can utilize the dnf package manager:

  1. Add the Repository:
    sudo dnf config-manager --add-repo https://developer.download.nvidia.com/hpc-sdk/rhel/nvhpc.repo
  2. Install the SDK:
    sudo dnf install -y nvhpc-24.1

Using Yum for RHEL/Rocky Linux

For users who prefer yum, the process is similar:

More Read

Evaluating LLM Performance on AI-Generated CUDA Code Using ComputeEval 2025.2: A Comprehensive Benchmarking Study
Evaluating LLM Performance on AI-Generated CUDA Code Using ComputeEval 2025.2: A Comprehensive Benchmarking Study
Hugging Face and Cerebras Launch Gemma 4 for Advanced Real-Time Voice AI Solutions
Hugging Face Teams Up with TruffleHog to Enhance Secret Scanning Capabilities
Accelerated Assisted Generation Support for Intel Gaudi: Enhance Performance and Efficiency
Unmissable Highlights from PyTorch Day France: Pioneering Open Source AI Innovations
  1. Add the Repository:
    sudo yum-config-manager --add-repo https://developer.download.nvidia.com/hpc-sdk/rhel/nvhpc.repo
  2. Install the SDK:
    sudo yum install -y nvhpc-24.1

Using Zypper for SLES/SUSE

For SLES or openSUSE users, you can install using zypper:

  1. Add the Repository:
    sudo zypper addrepo https://developer.download.nvidia.com/hpc-sdk/sles/nvhpc.repo
  2. Install the SDK:
    sudo zypper install -y nvhpc-24.1

Using APT for Ubuntu

For Ubuntu installations, follow these steps:

  1. Add the GPG Key:
    curl https://developer.download.nvidia.com/hpc-sdk/ubuntu/DEB-GPG-KEY-NVIDIA-HPC-SDK | sudo gpg --dearmor -o /usr/share/keyrings/nvidia-hpcsdk-archive-keyring.gpg
  2. Add the Repository:
    echo 'deb [signed-by=/usr/share/keyrings/nvidia-hpcsdk-archive-keyring.gpg] https://developer.download.nvidia.com/hpc-sdk/ubuntu/arm64 /' | sudo tee /etc/apt/sources.list.d/nvhpc.list
  3. Update and Install:
    sudo apt-get update -y
    sudo apt-get install -y nvhpc-24-1

Installation Instructions for Linux Arm Server (CUDA 12.3 and 11.8)

If you need a version that includes both CUDA 12.3 and 11.8, follow similar steps as outlined above, adjusting your commands accordingly.

Using Tar File for Multi-CUDA Installation

  1. Download the Multi-CUDA Tar File:
    wget https://developer.download.nvidia.com/hpc-sdk/24.1/nvhpc_2024_241_Linux_aarch64_cuda_multi.tar.gz
  2. Extract the Files:
    tar xpzf nvhpc_2024_241_Linux_aarch64_cuda_multi.tar.gz
  3. Run the Installer:
    nvhpc_2024_241_Linux_aarch64_cuda_multi/install

Using DNF for Multi-CUDA Installation on RHEL/Rocky

  1. Add the Repository:
    sudo dnf config-manager --add-repo https://developer.download.nvidia.com/hpc-sdk/rhel/nvhpc.repo
  2. Install the Multi-CUDA SDK:
    sudo dnf install -y nvhpc-cuda-multi-24.1

Using Yum for Multi-CUDA Installation on RHEL/Rocky

  1. Add the Repository:
    sudo yum-config-manager --add-repo https://developer.download.nvidia.com/hpc-sdk/rhel/nvhpc.repo
  2. Install the Multi-CUDA SDK:
    sudo yum install -y nvhpc-cuda-multi-24.1

Using Zypper for Multi-CUDA Installation on SLES/SUSE

  1. Add the Repository:
    sudo zypper addrepo https://developer.download.nvidia.com/hpc-sdk/sles/nvhpc.repo
  2. Install the Multi-CUDA SDK:
    sudo zypper install -y nvhpc-cuda-multi-24.1

Using APT for Multi-CUDA Installation on Ubuntu

  1. Add the GPG Key:
    curl https://developer.download.nvidia.com/hpc-sdk/ubuntu/DEB-GPG-KEY-NVIDIA-HPC-SDK | sudo gpg --dearmor -o /usr/share/keyrings/nvidia-hpcsdk-archive-keyring.gpg
  2. Add the Repository:
    echo 'deb [signed-by=/usr/share/keyrings/nvidia-hpcsdk-archive-keyring.gpg] https://developer.download.nvidia.com/hpc-sdk/ubuntu/arm64 /' | sudo tee /etc/apt/sources.list.d/nvhpc.list
  3. Update and Install:
    sudo apt-get update -y
    sudo apt-get install -y nvhpc-24-1-cuda-multi

Additional Resources

For additional information about the NVIDIA HPC SDK, including checksums for installers and patches, please refer to the official documentation. This guide provides a comprehensive overview of installation methods across various Linux distributions for both CUDA versions, ensuring you can easily set up your environment for high-performance computing tasks.

Source: Original Article

Discover the Latest Features in TensorFlow 2.20: Insights from the TensorFlow Blog
Discover Snowball Fight ☃️: Our First ML-Agents Environment for Exciting Gameplay
Exploring Hugging Face: Insights from Our Expert Panel Discussion
DeepSpeed Joins PyTorch Foundation as a New Hosted Project: Enhancing AI Development
Understanding Digital Object Identifiers (DOIs) for Datasets and Models: A Comprehensive Guide

Sign Up For Daily Newsletter

Get AI news first! Join our newsletter for fresh updates on open-source models.

By signing up, you agree to our Terms of Use and acknowledge the data practices in our Privacy Policy. You may unsubscribe at any time.
Share This Article
Facebook Copy Link Print
Previous Article Ultimate Quiz on Best Practices and Tools for Python Developers – Real Python Ultimate Quiz on Best Practices and Tools for Python Developers – Real Python
Next Article Discover the Latest Analytics Features in Inference Endpoints Discover the Latest Analytics Features in Inference Endpoints

Stay Connected

XFollow
PinterestPin
TelegramFollow
LinkedInFollow

							banner							
							banner
Explore Top AI Tools Instantly
Discover, compare, and choose the best AI tools in one place. Easy search, real-time updates, and expert-picked solutions.
Browse AI Tools

Latest News

Understanding Decentralization: An Ontological Exploration and Definition
Understanding Decentralization: An Ontological Exploration and Definition
Comparisons
Why Law Enforcement Has Been Advised to Suspend AI Use in Court Cases
Why Law Enforcement Has Been Advised to Suspend AI Use in Court Cases
Ethics
Microsoft Transitions AI Governance from Policy Frameworks to Real-time Enforcement
Microsoft Transitions AI Governance from Policy Frameworks to Real-time Enforcement
Comparisons
Optimizing Multi-Turn Reasoning in LLM Agents with Fine-Grained Reward Structures and Effective Credit Assignment Strategies
Optimizing Multi-Turn Reasoning in LLM Agents with Fine-Grained Reward Structures and Effective Credit Assignment Strategies
Comparisons
//

Leading global tech insights for 20M+ innovators

Quick Link

  • Latest News
  • Model Comparisons
  • Tutorials & Guides
  • Open-Source Tools
  • Community Events

Support

  • Privacy Policy
  • Terms of Service
  • Contact Us
  • FAQ / Help Center
  • Advertise With Us

Sign Up for Our Newsletter

Get AI news first! Join our newsletter for fresh updates on open-source models.

AIModelKitAIModelKit
Follow US
© 2025 AI Model Kit. All Rights Reserved.
Welcome Back!

Sign in to your account

Username or Email Address
Password

Lost your password?