HPC Blogs#
Performance Profiling on AMD GPUs - Part 4: Fortran OpenMP Offload Edition
Guides developers through profiling and optimizing Fortran OpenMP GPU offload applications using ROCm tools
Running Variational Quantum Eigensolver with Qiskit Aer on AMD Instinct
A step-by-step guide to running GPU-accelerated VQE for quantum chemistry with Qiskit Aer on AMD Instinct using ROCm.
Deep Dive Into 4-Wave Interleave FP8 GEMM
Learn how to build faster FP8 GEMM kernels on AMD CDNA™4 using 4-wave interleaving to hide memory latency and maximize Matrix Core utilization.
From Naive to Near-Peak: Building High-Performance GEMM Kernels with Gluon
Learn how a Gluon GEMM tutorial teaches profiling-driven AMD GPU optimization from FP16 baseline to BF8 and MXFP4 kernels.
TraceLens: Democratizing AI Performance Analysis
Explore how TraceLens automates profiler trace analysis to pinpoint bottlenecks and optimize AI workloads.
Styled Text Image Generation with Eruku on AMD
Hands-on, reproducible guide to train and run Eruku on LUMI supercomputer, powered by AMD Instinct MI250X GPUs.
Getting Started with FlyDSL Nightly Wheels on ROCm
A practical guide to installing and using FlyDSL nightly wheels on ROCm for fast, Python-native GPU kernel development
Programming Tensor Descriptors in Composable Kernel (CK)
Learn how to use TensorDescriptor in Composable Kernel (CK) to manage multi-dimensional data layouts and write efficient GPU kernels on AMD GPUs.
GROMACS on AMD Instinct GPUs: A Complete Build Guide
Build GROMACS with HIP, UCX, and OpenMPI on AMD MI300X/MI355X — covering bare metal, Apptainer, and Docker deployments.
GROMACS Performance on AMD Instinct MI355X
Explore GROMACS molecular dynamics performance benchmarks on AMD Instinct MI355X GPUs with HIP acceleration.
FP8 GEMM Optimization on AMD CDNA™4 Architecture
Learn how to build high-performance FP8 GEMM kernels on AMD CDNA™4 GPUs using MFMA, LDS swizzling, and double-buffering.