… The results are organized by the following: AI Inference : vLLM, xDiT AI Training : pyTorch, Megatron-LM, and JAX MaxText The hardware platforms include Instinct MI355X/MI325X/MI300X GPUs , with benchmark insights provided for each framework where data is available. …
AMD and MLPerf Endpoints: Leading the Next Era of GenAI Benchmarking Mar 19, 2026 How AMD is helping advance open, community-driven benchmarking for real-world generative AI services The landscape of generative AI performance evaluation is undergoing an important shift. …
… On the NPU side, the latest work improves inference performance, developer tooling, benchmarking, and web platform integration. …
… June 12, 2026 AMD at Microsoft Build 2026 AMD joined developers, engineers, and AI builders at Microsoft Build 2026 in San Francisco, hosting four hands-on workshops that brought the AMD AI ecosystem directly to attendees June 12, 2026 Upscale Everything Super-Resolution Across AMD Hardware This bl… …
… The hardware conversation hasn't kept up, and many teams default to one GPU vendor without evaluating alternatives. …
… The integration also introduces three new SQL functions for hardware-accelerated hashing: AOCL SHA256 , AOCL SHA512 , and AOCL SHA3 256 . For benchmarking, we ran clickhouse local --time to measure performance on 1 million rows. …
… Tile shapes and split-K are tuned per expert shape kimik2 fp4 tuned fmoe.csv , and the per-32-element scale amax is computed with hardware DPP instructions instead of a separate reduction. …
… We also adopt multi-instance serving as the primary benchmarking mode for LLM inference on AMD EPYC™ CPUs. …
… July 23, 2026 Benchmarking AI Systems: from Model Metrics to Real-World Performance AI benchmarking is evolving rapidly as enterprises scale from experimentation to deployment. …