就职期间,从事 nn-Meter 深度模型端侧推理时间预测、NNI 自动机器学习等科研项目的代码开源工作。 开源项目系列讲座 微软亚洲研究院面向科研人员、开源社区开发者和参与者精心设计推出“微软亚洲研究院开源项目系列讲座”,涉及来自不同科研团队的七个开源项目:和行业密切相关的Qlib和MIND,优秀的科研工具OpenNetLab、MARO、...
因此,nn-Meter 对不同的算子类型和连接方式分别设计了测试用例以识别融合规则。对算子类型,nn-Meter 使用每两个可能的算子来组成单入单出连接(图4(1)),并通过时间差来决定是否发生了算子融合(如果融合发生,两个相连算子的运行时间要远小于算子单独运行的时间和)。对这些可融合的算子,nn-Meter 会用同样的时间差...
If you want to try latest code, please install nn-Meter from source code. First git clone nn-Meter package to local: git clone git@github.com:microsoft/nn-Meter.gitcdnn-Meter Then simply run the following pip install in an environment that haspython >= 3.6. The command will complete the...
nn-Meter: towards accurate latency prediction of deep-learning model inference on diverse edge devices 来自 ResearchGate 喜欢 0 阅读量: 432 作者:LL Zhang,S Han,J Wei,N Zheng,Y Liu 会议名称: MobiSys '21: The 19th Annual International Conference on Mobile Systems, Applications, and Services ...
A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices. - Commits · microsoft/nn-Meter
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In diesem Artikel wird gezeigt, wie Sie Metriken zum Spring Cloud Resilience4J-Trennschalter mit dem Java-In-Process-Agent Application Insights erfassen. Mit diesem Feature können Sie die Metriken zum Resilience4J-Trennschalter von Application Insights mit Micrometer überwachen....
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A multiple function, multiple digit meter includes a light directing structure (18) for providing uniform illumination to digits (14) of display (12). A block (20) of clear plexiglass has a surface (22) facing the display (12). Edges (24, 26) of the block (20) have notches (27, 28...