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Tencent Qiu Dongyang: techniques and ways of accelerating deep model reasoning

2022-04-23 20:11:00 【Zhiyuan community】

With the continuous development of business scale , The complexity of algorithm model is increasing , Scenes with high real-time requirements , It poses a great challenge to online reasoning optimization . This article will share with you the common methods and focus of model reasoning optimization in Tencent intelligent dialogue products GPU Methodology of reasoning . The main contents include the following aspects ：

  • Background introduction

  • Common methods of reasoning performance optimization

  • GPU The methodology of parallel acceleration

  • summary

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