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Developers Blogs

Developers Blogs#

Nitro-E: A 304M Diffusion Transformer Model for High Quality Image Generation

Nitro-E is an extremely lightweight diffusion transformer model for high-quality image generation with only 304M paramters.

October 24, 2025 by Tong Shen, Jingai Yu, Dong Zhou, Dong Li, Emad Barsoum

STX-B0T: Real-time AI Robot Assistant Powered by RyzenAI and ROCm

STX-B0T explores the potential of RyzenAI PCs to power robotics applications on NPU+GPU. This blog demonstrates how our hardware and software interoperate to unlock real-time perception.

October 23, 2025 by Justin Chu, Yosi Hatekar, Vivian Cheng, Hyunji Kim, Alex Bogdan

Empowering Developers to Build a Robust PyTorch Ecosystem on AMD ROCm™ with Better Insights and Monitoring

Production ROCm support for N-1 to N+1 PyTorch releases is in progress. The AI Software Head-Up Dashboard shows status of PyTorch on ROCm.

October 21, 2025 by Hongxia Yang, Peng Sun, Nick Romero, Jeff Daily, Jithun Nair, Pruthvi Madugundu, Jagadish Krishnamoorthy, Srinivasan Subramanian, Eli Uriegas

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

GEMM Tuning within hipBLASLt– Part 2

Learn how to use hipblaslt-bench for offline GEMM tuning in hipBLASLt—benchmark, save, and apply custom-tuned kernels at runtime.

October 09, 2025 by Chia Hung, YangWen Huang, Carson Liao

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

Optimizing Drug Discovery Tools on AMD MI300s Part 2: 3D Molecular Generation with SemlaFlow

Learn how to set up, run, and optimize SemlaFlow, a molecular generation tool, on AMD MI300X GPUs for faster drug discovery workflows

October 03, 2025 by Vasumathi Neralla, Rui Sampaio

Elevating 3D Scene Rendering with GSplat

ROCm Port of GSplat - GPU accelerated rasterization of Gaussian splatting

October 03, 2025 by Deeksha Goplani, Ish Kool, Karthik Kashyap Thatipamula, Marco Grond, Mark Granroth-Wilding, Pier Luigi Dovesi, Shaghayegh Roohi, Vish Vadlamani, Vikas C Sajjan, Phani Vaddadi

Matrix Core Programming on AMD CDNA™3 and CDNA™4 architecture

This blog post explains how to use Matrix Cores on CDNA3 and CDNA4 architecture, with a focus on low-precision data types such as FP16, FP8, and FP4

September 30, 2025 by Amanzhol Salykov, Andy Luo, Carlus Huang, Peng Sun

Optimizing Drug Discovery Tools on AMD MI300X Part 1: Molecular Design with REINVENT

Learn how to set up, run, and optimize REINVENT4, a molecular design tool, on AMD MI300X GPUs for faster drug discovery workflows

September 19, 2025 by David Björelind, Rui Sampaio

ROCm 7.0: An AI-Ready Powerhouse for Performance, Efficiency, and Productivity

Discover how ROCm 7.0 integrates AI across every layer, combining hardware enablement, frameworks, model support, and a suite of optimized tools

September 16, 2025 by Liam Berry, Mohammed Faraaz Mustafa, Danny Guan, Saad Rahim, Aditya Bhattacharji, Marilyn Basanta

GEMM Tuning within hipBLASLt - Part 1

We introduce a hipBLASLt tuning tool that lets developers optimize GEMM problem sizes and integrate them into the library.

September 05, 2025 by YangWen Huang, Carson Liao