Large language model (LLM) inference is a full-stack challenge. Powerful GPUs, high-bandwidth GPU-to-GPU interconnects, efficient acceleration libraries, and a…
Large language model (LLM) inference is a full-stack challenge. Powerful GPUs, high-bandwidth GPU-to-GPU interconnects, efficient acceleration libraries, and a highly optimized inference engine are required for high-throughput, low-latency inference. MLPerf Inference v4.1 is the latest version of the popular and widely recognized MLPerf Inference benchmarks, developed by the MLCommons…