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 ...
Isolation of a condensed, intracellular form of the 2-micrometer DNA plasmid of Saccharomyces cerevisiae We have initiated an investigation of the proteins bound in vivo to the 2-micrometer DNA plasmid found in the yeast Saccharomyces cerevisiae by examining i... DM Livingston,S Hahne - 《Procee...
Become a member to see MOVIEmeter and news information about Niðursetningurinn. Try IMDbPro Premium for free Status Edit Released Updated 1951-11-3 Release date 十一月 3, 1951 (Iceland) Contacts + Add Become a member to see contact information for Niðursetningurinn. Try IMDbPro...
Introduction PGPE is an algorithm for computing approximate policy gradients for Reinforcement Learning (RL) problems.pgpelibprovides a clean, scalable and easily extensible implementation of PGPE, and also serves as a reference (re)implementation ofClipUp[2], an optimizer designed to work specially...
The stained rings were counted and measured in the posterior cone, under a compound stereoscope with an optical micrometer using reflected light. The vertebral cone radius (VR) and ring radius (Vn) were measured laterally on the left half, between the focus and the distal margin of the ...
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nn-Meter 解读 以下是笔者在阅读《nn-Meter: Towards Accurate Latency Prediction of Deep-Learning Model Inference on Diverse Edge Devices》这篇文章时候所做的笔记与个人感想,能力有限,难免有错,欢迎探讨。 nn-Meter是清华和微软联合推出的面向深度学习的移动端硬件延迟预测器,荣获了MobiSys 2021 best paper。