Technical Dive into AMD MLPerf Inference v6.1 Submission

AMD reported leadership scores and expanded benchmark coverage in MLPerf Inference v6.1, whose results were released on September 16, 2026. AMD and its partners submitted validated results across dlrm-v3, llama2-70b, gpt-oss-120b, deepseek-r1, and Wan 2.2-t2v, with single-node runs using 8 GPUs per node and gpt-oss-120b also submitted at multi-node scale across 72 AMD Instinct MI355X GPUs. All results passed MLPerf peer review.

MLPerf Inference v6.1 results were released on September 16, 2026. For AMD, this was a highly successful round in which we achieved several leadership scores, expanded benchmark coverage, introduced a new GPU with validated performance, and enabled record-setting results from our partners. In this round, AMD and its partners provided validated results across a diverse set of workloads, including dlrm-v3 Deep Learning Recommendation Model v3 , llama2-70b Meta’s 70-billion-parameter language model , gpt-oss-120b an open-weight 120-billion-parameter Mixture-of-Experts model , deepseek-r1 DeepseekAI’s 671-billion-parameter Mixture-of-Experts model , and Wan 2.2-t2v a 14-billion-parameter text-to-video generation model . Single-node results used 8 GPUs per node; gpt-oss-120b was additionally submitted at multi-node scale across 72 AMD Instinct<sup ™</sup MI355X GPUs. All results were validated through MLPerf peer review.