The Curious Engineer

All blogs / AI / ML

AMD ROCm Blogs

rocm.blogs.amd.com

AI / MLPerformance / optimizationC++

Posts
29 from 14 Oct 2026 to 6 Nov 2026
Posting
weekly (29 in the last year)
Kind
company blog
Feed
https://rocm.blogs.amd.com/blog/atom.xml

2026 29

  1. ROCm InferaSim: Cut LLM Serving Trial Costs and Deploy the Best Configuration
  2. PrimusClaw: An Open-Source Managed Agent Runtime for AMD Instinct GPU Clusters
  3. Online Quantization: Smooth Path from One Checkpoint to Any Desired Serving Scenario
  4. From Operator to Kernel: Profile DeepSeek-V4-Flash in Primus with madengine
  5. Quark Mixed-Precision Quantization for Wan2.2 Video Generation on AMD Instinct GPUs
  6. Performance Profiling on AMD GPUs - Part 7: AI/PyTorch® Edition
  7. GLM-5.2 AgentX on AMD Instinct MI355X: Boosting Throughput and Interactivity
  8. FlyDSL Mono Kernels for High-Interactivity LLM Serving in ATOM
  9. How to Scale Diffusion Inference Across AMD RDNA 4 GPUs
  10. Faster Stable Diffusion on AMD Ryzen™ AI with TeaCache
  11. Device Memory Load Issue Stalls and Scheduling Opportunities in Lock-Stepped Kernels on AMD Instinct™ MI300X
  12. Bringing the MONAI Model Zoo to AMD Instinct™ GPUs: Validated Inference on ROCm
  13. DeepSeek-V4 Flash RL on AMD Instinct MI308X GPUs with an AITER-Backed RL Stack
  14. Two Waves, One Stage Apart: Warp-Pipelining Triton GEMMs on AMD Instinct
  15. Training EAGLE3 Speculative Decoding Draft Models on AMD Instinct MI350X with AMD Quark
  16. ROCm 10.0.0 Support for Ray 2.58.0: Enabling Scalable AI Workflows
  17. Accelerating MONAI Digital-Pathology Pipelines on AMD Instinct™ GPUs with hipCIM
  18. Ultralytics YOLO on AMD GPUs: Train, Run, and Deploy with ROCm™
  19. Group-GEMM in XLA: Making Mixture-of-Experts Fast and Memory-Efficient
  20. Scaling 3D Gaussian Splatting with Distributed Compute: Why One GPU Is Never Enough
  21. FP8 GEMM Optimization on AMD RDNA™ 4 Architecture
  22. Optimizing World Action Models on AMD GPUs
  23. MoE Training Optimization with Primus
  24. Micro-World 2: Streaming Real-time Interactive World Model
  25. hipCIM 26.06: GPU-Accelerated Whole-Slide Image I/O on AMD Instinct™ GPUs
  26. Introducing rocOpt: GPU-Accelerated Decision Optimization on AMD ROCm
  27. Bringing Ultra-Fast, Interactive LLM Inference to AMD Instinct™ MI355X GPUs
  28. FP16 GEMM Optimization on AMD RDNA™ 3 and RDNA™ 4 Architectures
  29. Long Context, One Node: Serving GLM-5.3-FP8 on MI300X with DP8+EP8