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NVIDIA 详解 TensorRT 11.1 的 Global Performance Tuner 调优框架

NVIDIA 发布博客,提出一套针对 PyTorch 模型性能优化的推理框架。文章解释了为什么单个编译决策看似有效却在端到端层面失效,以及精度如何约束性能优化。文中介绍了随 TensorRT 11.1 发布的 Global Performance Tuner,可自动完成性能调优,并配以直观示例和数学框架说明。

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NVIDIA 写了篇博客讲 TensorRT 11.1 的 Global Performance Tuner,教你理解为什么单个编译决策会拖垮端到端性能,做 PyTorch 推理优化的可以看看。

2 sources46° AI heatLast updated 2026/11/3 18:00:20

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NVIDIA Explains PyTorch Performance Tuning with TensorRT 11.1 · 事件专题 | AITOP