Scaling NVIDIA TensorRT Performance Optimization Beyond a Single Build Route with the Global Performance Tuner, Part 2
<img width="768" height="432" src="https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/desktop-computer-overlay-light-768x432.jpg" class="webfeedsFeaturedVisual wp-post-image" alt="" style="display: block; margin-bottom: 5px; clear:both;max-width: 100%;" link_thumbnail="" decoding="async" srcset="https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/desktop-computer-overlay-light-768x432.jpg 768w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/desktop-computer-overlay-light-179x101.jpg 179w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/desktop-computer-overlay-light-300x169.jpg 300w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/desktop-computer-overlay-light-625x352.jpg 625w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/desktop-computer-overlay-light-1536x864.jpg 1536w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/desktop-computer-overlay-light-645x363.jpg 645w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/desktop-computer-overlay-light-660x370.jpg 660w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/desktop-computer-overlay-light-500x281.jpg 500w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/desktop-computer-overlay-light-160x90.jpg 160w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/desktop-computer-overlay-light-362x204.jpg 362w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/desktop-computer-overlay-light-196x110.jpg 196w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/desktop-computer-overlay-light-1024x576.jpg 1024w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/desktop-computer-overlay-light-960x540.jpg 960w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/desktop-computer-overlay-light.webp 1920w" sizes="(max-width: 768px) 100vw, 768px" title="desktop-computer-overlay-light" />The Global Performance Tuner is a feature for automatic performance tuning released in NVIDIA TensorRT 11.1. It provides automatic, accuracy-aware and...<img width="768" height="432" src="https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/desktop-computer-overlay-light-768x432.jpg" class="webfeedsFeaturedVisual wp-post-image" alt="" style="display: block; margin-bottom: 5px; clear:both;max-width: 100%;" link_thumbnail="" decoding="async" loading="lazy" srcset="https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/desktop-computer-overlay-light-768x432.jpg 768w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/desktop-computer-overlay-light-179x101.jpg 179w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/desktop-computer-overlay-light-300x169.jpg 300w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/desktop-computer-overlay-light-625x352.jpg 625w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/desktop-computer-overlay-light-1536x864.jpg 1536w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/desktop-computer-overlay-light-645x363.jpg 645w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/desktop-computer-overlay-light-660x370.jpg 660w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/desktop-computer-overlay-light-500x281.jpg 500w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/desktop-computer-overlay-light-160x90.jpg 160w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/desktop-computer-overlay-light-362x204.jpg 362w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/desktop-computer-overlay-light-196x110.jpg 196w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/desktop-computer-overlay-light-1024x576.jpg 1024w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/desktop-computer-overlay-light-960x540.jpg 960w, https://developer-blogs.nvidia.com/wp-content/uploads/2026/10/desktop-computer-overlay-light.webp 1920w" sizes="auto, (max-width: 768px) 100vw, 768px" title="desktop-computer-overlay-light" /><p>The Global Performance Tuner is a feature for automatic performance tuning released in NVIDIA TensorRT 11.1. It provides automatic, accuracy-aware and end-to-end performance tuning within TensorRT by customizing different optimizations for different models. For more details, see Part 1 of this series, which introduces the challenges associated with scheduling (a critical stage in deep learning…</p>
<p><a href="https://developer.nvidia.com/blog/scaling-nvidia-tensorrt-performance-optimization-beyond-a-single-build-route-with-the-global-performance-tuner-part-2/" rel="nofollow" data-wpel-link="internal" target="_self">Source</a></p>
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