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AMD ROCm Blogs

rocm.blogs.amd.com

AI / MLPerformance / optimizationC++

Posts
18 from 14 Oct 2026 to 30 Oct 2026
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monthly (18 in the last year)
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company blog
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2026 18

  1. Bringing the MONAI Model Zoo to AMD Instinct™ GPUs: Validated Inference on ROCm
  2. DeepSeek-V4 Flash RL on AMD Instinct MI308X GPUs with an AITER-Backed RL Stack
  3. Two Waves, One Stage Apart: Warp-Pipelining Triton GEMMs on AMD Instinct
  4. Training EAGLE3 Speculative Decoding Draft Models on AMD Instinct MI350X with AMD Quark
  5. ROCm 10.0.0 Support for Ray 2.58.0: Enabling Scalable AI Workflows
  6. Accelerating MONAI Digital-Pathology Pipelines on AMD Instinct™ GPUs with hipCIM
  7. Ultralytics YOLO on AMD GPUs: Train, Run, and Deploy with ROCm™
  8. Group-GEMM in XLA: Making Mixture-of-Experts Fast and Memory-Efficient
  9. Scaling 3D Gaussian Splatting with Distributed Compute: Why One GPU Is Never Enough
  10. FP8 GEMM Optimization on AMD RDNA™ 4 Architecture
  11. Optimizing World Action Models on AMD GPUs
  12. MoE Training Optimization with Primus
  13. Micro-World 2: Streaming Real-time Interactive World Model
  14. hipCIM 26.06: GPU-Accelerated Whole-Slide Image I/O on AMD Instinct™ GPUs
  15. Introducing rocOpt: GPU-Accelerated Decision Optimization on AMD ROCm
  16. Bringing Ultra-Fast, Interactive LLM Inference to AMD Instinct™ MI355X GPUs
  17. FP16 GEMM Optimization on AMD RDNA™ 3 and RDNA™ 4 Architectures
  18. Long Context, One Node: Serving GLM-5.3-FP8 on MI300X with DP8+EP8