Tin lập trình mới nhất về amd, tóm tắt tiếng Việt bằng AI.
An AMD engineer has contributed an ONNX Runtime backend to FFmpeg's DNN (Deep Neural Network) processing filter. The addition enables inferencing across multiple GPU and NPU platforms, including NVIDIA CUDA, Windows DirectML for all major GPU vendors, and AMD Ryzen AI NPU support via the ONNX Runtime VitisAI execution provider. This marks AMD's effort to make the Ryzen AI NPU useful within FFmpeg workflows.
AMD's Radeon 8060S integrated GPU inside the Ryzen AI Max+ 395 now matches the RTX 3060 12GB in gaming benchmarks, a milestone for APU graphics. The key breakthrough is memory bandwidth: Strix Halo uses a wide LPDDR5X interface with a large shared memory pool, solving the bottleneck that historically crippled integrated graphics. However, the 8060S only ships in premium laptops and boutique mini PCs costing far more than a budget desktop build with a used discrete GPU. AMD's entry-level desktop APUs like the Radeon 860M remain far behind. The real takeaway isn't a change in current buying advice — used discrete cards still offer better value per dollar — but a shift in APU trajectory: once bandwidth constraints are engineered away at the top, that capability tends to trickle down, potentially threatening entry-level discrete GPUs within a few years.
AMD's GPU market share has collapsed from 36% in 2018 to just 5% by end of 2025. Beyond ray tracing, AMD users face real compromises: Nvidia's DLSS suite (including Multi Frame Generation, Ray Reconstruction, and Dynamic Frame Generation) still leads FSR in image quality, game support (97% vs 72%), and backward compatibility. For AI workloads, CUDA remains the dominant platform with better day-one library support over AMD's ROCm. Creative professionals using Adobe Premiere, After Effects, or Blender also benefit from Nvidia's CUDA acceleration and NVENC encoder quality. AMD has closed gaps significantly, especially with RDNA 4 and FSR 4.1, but Nvidia retains a genuine lead across gaming, AI, and creative software ecosystems.