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NVIDIA Technical Blog· Tanya Lenz·· 3 小时前AI 评分26

NVIDIA TensorRT 11.1 Global Performance Tuner 如何突破单一构建路径实现性能优化(第二部分)

Scaling NVIDIA TensorRT Performance Optimization Beyond a Single Build Route with the Global Performance Tuner, Part 2

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NVIDIA TensorRT 11.1 引入的 Global Performance Tuner 是一项自动性能调优功能,可在 TensorRT 内针对不同模型定制不同优化,实现精度感知的端到端调优。该系列第二部分继续探讨如何突破单一构建路径的性能优化限制,第一部分已介绍深度学习调度阶段的挑战。

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The Global Performance Tuner is a feature for automatic performance tuning released in NVIDIA TensorRT 11.1. It provides automatic, accuracy-aware and...

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…

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来源:NVIDIA Technical Blog · developer.nvidia.com