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首席:在具有异质FPGA的集群上部署异质模型的框架.

Yue Tang1, Yukai Song1, Naveena Elango2

  • 1Department of Electrical and Computer Engineering, University of Pittsburgh, Pittsburgh, PA 15261, USA.

IEEE transactions on computer-aided design of integrated circuits and systems : a publication of the IEEE Circuits and Systems Society
|December 20, 2024
PubMed
概括

CHEF有效地将复杂的多模式多任务深度神经网络 (MMMT DNNs) 映射到异构的FPGA集群中. 这种方法显著减少了先进AI硬件部署的延迟和搜索时间.

关键词:
不同质的FPGA集群.多模式多任务 (MMMT)

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Mechanistic Models: Compartment Models in Algorithms for Numerical Problem Solving

Mechanistic models play a crucial role in algorithms for numerical problem-solving, particularly in nonlinear mixed effects modeling (NMEM). These models aim to minimize specific objective functions by evaluating various parameter estimates, leading to the development of systematic algorithms. In some cases, linearization techniques approximate the model using linear equations.
In individual population analyses, different algorithms are employed, such as Cauchy's method, which uses a...
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