ATOMesh

AMD has optimized MiniMax-M3 inference on Instinct MI355X GPUs using ATOM, AITER, and ATOMesh, achieving improvements in serving throughput, token latency, and accuracy through online quantization, sp…

AMD Instinct MI355X GPUs with ATOM and ATOMesh achieve competitive inference performance for MiniMax-M3, a 428-billion-parameter multimodal MoE model, outperforming NVIDIA B200 and B300 in per-GPU thr…

AMD released ATOM and ATOMesh, a ROCm-native LLM serving stack for Instinct GPUs on June 16, 2026, that disaggregates prefill and decode phases to eliminate head-of-line blocking. The open-source stac…

AMD shipped ATOM + ATOMesh, a ROCm-native LLM serving stack for Instinct GPUs that implements prefill/decode disaggregation, splitting the two inference phases onto separate GPU pools to optimize for …