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HPC Blogs

HPC Blogs#

Applying Compute Partitioning for Workloads on MI300X GPUs

Learn how to boost MI300X performance using GPU Compute partitioning for parallel workloads like GROMACS and REINVENT

January 14, 2026 by David Björelind

Installing AMD HIP-Enabled GROMACS on HPC Systems: A LUMI Supercomputer Case Study

Installing AMD HIP-Enabled GROMACS on HPC Systems: A LUMI Supercomputer Case Study

January 12, 2026 by Sebastian Remander, Mittul Singh, Paul Bauer

Introducing the AMD Network Operator v1.0.0: Simplifying High-Performance Networking for AMD Platforms

Introducing the AMD Network Operator for automating high-performance AI NIC networking in Kubernetes for AI and HPC workloads

January 08, 2026 by Sundara Murthy Gurunathan, Yuvarani Shankar, Shrey Ajmera

Medical Imaging on MI300X: SwinUNETR Inference Optimization

A practical guide to optimizing SwinUNETR inference on AMD Instinct™ MI300X GPUs for fast 3D segmentation of tumors in medical imaging.

December 10, 2025 by Joaquin Rives Gambin

Scaling AI Inference Performance with vLLM on AMD Instinct MI355X GPUs

Explore how MI355X performs against B200 in vLLM benchmarks across DeepSeek-R1, GPT-OSS-120B, Qwen3-235B and Llama-3.3-70B.

December 08, 2025 by Jouni Hartikainen, Aarne Talman, Reima Karhila, Teemu Virolainen, Mikko Tukiainen, Bishwo Adhikari, Xavier Aguilar Fruto, Chun Fang, Stig-Arne Gronroos, Markus Hartikainen, Mustafa Khalid Masood, Olga Miroshnichenko, Tres Popp, Tuukka Sarvi, Olha Shkaravska, Jin Tao, Matti Varjokallio, Nico Holmberg, Jaakko Vainio, Faisal Azhar

Modernizing Taichi Lang to LLVM 20 for MI355X GPU Acceleration

Power your next AI application or graphics simulation with high-performance GPU/CPU computing in Python with Taichi Lang.

December 04, 2025 by Tiffany Mintz, Yao Liu, Phani Vaddadi, Vish Vadlamani

HPC Coding Agent - Part 1: Combining GLM-powered Cline and RAG Using MCP

Build an HPC RAG agent on AMD Instinct GPUs using GLM-4.6, Cline and ChromaDB.

December 03, 2025 by Johanna Yang, Albin Toft

Continuing the Momentum: Refining ROCm For The Next Wave Of AI and HPC

ROCm 7.1 builds on 7.0’s AI and HPC advances with faster performance, stronger reliability, and streamlined tools for developers and system builders.

November 05, 2025 by Anshul Gupta, Liam Berry, Saad Rahim

Performance Profiling on AMD GPUs - Part 3: Advanced Usage

Part 3 of our GPU profiling series guides beginners through practical steps to identify and optimize kernel bottlenecks using ROCm tools

October 23, 2025 by Gina Sitaraman, Thomas Gibson, Luka Stanisic, Giacomo Capodaglio, Alessandro Fanfarillo, Asitav Mishra

ROCm 7.9 Technology Preview: ROCm Core SDK and TheRock Build System

Introduce ROCm Core SDK, and learn to install and build ROCm components easily using TheRock.

October 20, 2025 by Dominic Widdows, Janet Tseng, Scott Todd, Chris Sosa, Saad Rahim

Medical Imaging on MI300X: Optimized SwinUNETR for Tumor Detection

Learn how to setup, run and optimize SwinUNETR on AMD MI300X GPUs for fast medical imaging 3D segmentation of tumors using fast, large ROIs.

October 07, 2025 by Joaquin Rives Gambin, Vasumathi Neralla, David Björelind, Rui Sampaio

GPU Partitioning Made Easy: Pack More AI Workloads Using AMD GPU Operator

What’s New in AMD GPU Operator: Learn About GPU Partitioning and New Kubernetes Features

October 01, 2025 by Alireza Sariaslani