NVIDIA adds Global Performance Tuner to TensorRT 11.1 to expand build routes
A Part 1 blog post introduces TensorRT's Global Performance Tuner, released in TensorRT 11.1, which provides customizable build routes and an accuracy-aware tuning workflow that expands the compiler's solution space and validates candidate engines against end-to-end accuracy and performance. The article frames compilation as a builder/search problem, explains the tuner's three guiding principles, and points readers to documentation and a forthcoming Part 2 covering algorithm and architecture details.