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NVIDIA Developer Blog· Tanya Lenz·· 10 小时前AI 评分22

用 Global Performance Tuner 将 NVIDIA TensorRT 性能优化拓展到单一构建路径之外(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 Global Performance Tuner,可在 TensorRT 内实现自动、精度感知的端到端性能调优,并针对不同模型定制不同优化策略。该系列第二部分聚焦如何突破单一构建路径的性能优化限制。

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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 Developer Blog · developer.nvidia.com