Recent Posts - Page 3#
Utilizing AMD Schola and UnrealRoboticsLab with AMD ROCm™ Software to Train a Robotic Arm
Learn how to combine MuJoCo physics, Unreal Engine, and Schola to train a 6-DOF robot arm with reinforcement learning on AMD hardware.
ATOMesh: Unlocking AMD Hardware for Scalable LLM Serving
Learn how ATOMesh unlocks scalable LLM serving on AMD Instinct GPUs through distributed inference orchestration and ROCm-native execution.
Technical Dive into AMD's MLPerf Training v6.0 Submission
In this blog, we share the technical details of how we accomplish the results in our MLPerf Training v6.0 submission.
Reproducing AMD MLPerf Training v6.0 Submission Result
Learn how to reproduce AMD's MLPerf Training v6.0 submission result.
ATOM: Unlocking Extreme AMD Instinct Inference with Software-Hardware Co-Optimization
A technical walkthrough of ATOM on AMD Instinct GPUs, covering architecture, feature scope, model coverage, and practical benchmark dashboard usage.
Low Kruskal-Rank Adaptation
Learn how Kruskal rank can enhance LoRA by replacing the conventional matrix-rank formulation for more efficient training.
Productionizing TurboQuant on AMD GPUs for KV-Cache-Bound LLM Inference
Productionized TurboQuant 4-bit KV-cache quantization on AMD GPUs via vLLM, with custom kernels and accuracy analysis on agentic workloads.
Dropless MoE Training in JAX with Primus-Turbo
Learn how to train dropless MoE in JAX/MaxText with Primus-Turbo's grouped GEMM and DeepEP all-to-all for faster, more memory-efficient training.
ORBIT-2 based Weather and Climate Downscaling and Downscaled Global Forecasts on AMD Instinct
A showcase for how to run GenCast’s weather prediction with ORBIT-2’s high-resolution downscaling on AMD Instinct hardware.
Adapting AIM LLMs For Specific Use Cases Through Fine-Tuning in AMD AI Workbench
Learn how to adapt and fine-tune an AIM LLM in AMD AI Workbench GUI for specialization or specific use cases.
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
Out-of-the-Box ROLL Support on AMD GPUs: Accelerating Reinforcement Learning at Scale
Learn how to run Alibaba's ROLL RL framework out-of-the-box on AMD Instinct™ GPUs with ROCm