TensorRT 11.1 turns inference compilation into an accuracy-aware search
NVIDIA has explained the Global Performance Tuner introduced in TensorRT 11.1, which replaces reliance on one universal scheduling route with a search over model-specific compiler configurations. The first technical instalment formalises candidate generation, end-to-end measurement and accuracy constraints, aiming to reduce heuristic sprawl as models, GPUs and precision choices diversify.