AMD ROCm Blog

106 articles total

Go to source

Explore AMD's latest technical deep dives, software optimization guides, and community insights for the ROCm™ platform.

PrimusClaw: An Open-Source Managed Agent Runtime for AMD Instinct GPU Clusters
ROCm InferaSim: Cut LLM Serving Trial Costs and Deploy the Best Configuration
From Operator to Kernel: Profile DeepSeek-V4-Flash in Primus with madengine
Online Quantization: Smooth Path from One Checkpoint to Any Desired Serving Scenario
Performance Profiling on AMD GPUs - Part 7: AI/PyTorch® Edition
GLM-5.2 AgentX on AMD Instinct MI355X: Boosting Throughput and Interactivity
Quark Mixed-Precision Quantization for Wan2.2 Video Generation on AMD Instinct GPUs
FlyDSL Mono Kernels for High-Interactivity LLM Serving in ATOM
Faster Stable Diffusion on AMD Ryzen™ AI with TeaCache
Device Memory Load Issue Stalls and Scheduling Opportunities in Lock-Stepped Kernels on AMD Instinct™ MI300X
How to Scale Diffusion Inference Across AMD RDNA 4 GPUs
Bringing the MONAI Model Zoo to AMD Instinct™ GPUs: Validated Inference on ROCm
DeepSeek-V4 Flash RL on AMD Instinct MI308X GPUs with an AITER-Backed RL Stack
Two Waves, One Stage Apart: Warp-Pipelining Triton GEMMs on AMD Instinct
ROCm 10.0.0 Support for Ray 2.58.0: Enabling Scalable AI Workflows
Training EAGLE3 Speculative Decoding Draft Models on AMD Instinct MI350X with AMD Quark
Group-GEMM in XLA: Making Mixture-of-Experts Fast and Memory-Efficient
Ultralytics YOLO on AMD GPUs: Train, Run, and Deploy with ROCm™
Accelerating MONAI Digital-Pathology Pipelines on AMD Instinct™ GPUs with hipCIM
Scaling 3D Gaussian Splatting with Distributed Compute: Why One GPU Is Never Enough