Developers - Software Tools & Optimizations

Developers - Software Tools & Optimizations#

ROCm Runfile Installer Is Here!

Overview of ROCm Runfile Installer introduced in ROCm 6.4, allowing a complete single package for driver and ROCm installation without internet connectivity

May 22, 2025 by Douglas Hamilton, Saad Rahim, Liam Berry

From Theory to Kernel: Implement FlashAttention-v2 with CK-Tile

Learn how to implement FlashAttention-v2 with CK-Tile: minimize memory overhead, maximize compute efficiency, and scale on AMD GPUs

May 21, 2025 by Haocong Wang, Kevin Chang, David Li, George Wang

Introducing ROCm-DS: GPU-Accelerated Data Science for AMD Instinct™ GPUs

Accelerate data science with ROCm-DS: AMD’s GPU-optimized toolkit for faster data frames and graph analytics using hipDF and hipGRAPH

May 20, 2025 by Marco Grond, Saad Rahim

Unleash Full GPU Potential: Overlap Communication and Computation with Triton-Distributed

Unlock the full power of AMD GPUs—write portable, efficient kernels with Triton-Distributed, overlapping computation and communication with ease and flexibility

May 06, 2025 by Lei Zhang, George Wang, Fan Wu, Peng Sun, Kyle Wang, Anshul Gupta