// AI news · 2026-10-24 · NVIDIA
NVIDIA Releases Global Performance Tuner for TensorRT
NVIDIA introduces the Global Performance Tuner in TensorRT 11.1 to enable customizable build routes and end-to-end accuracy-performance trade-off optimization.
Published 2026-10-24 01:27 (Beijing time)Source NVIDIAAuto-summarised, fact-checked against source
01Summary
It models compilation as a solution search problem with multiple candidate paths, selecting the fastest feasible engine under accuracy constraints. This addresses limitations of fixed heuristics that fail across diverse models due to performance-accuracy entanglement.
Summarised from the original article by an open-source model, then checked automatically: every number and English name must appear in the source. The original article is authoritative.
02Key points
- Global Performance Tuner enables customizable build routes in TensorRT 11.1.
- Models are treated as customers with distinct performance and accuracy needs.
- The tuner searches a large solution space under accuracy constraints to find optimal engines.
- It avoids heuristic sprawl by decoupling tuning from fixed, model-specific rules.
03Source
NVIDIA · published 2026-10-24 01:27 Beijing time
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