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Machine learning based post route path delay estimator from synthesis netlist
Machine learning based post route path delay estimator from synthesis netlist
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机译:来自综合网表的基于机器学习的路由后路径延迟估计器
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摘要
A neural network including an embedding layer to receive a gate function vector and an embedding width and alter a shape of the gate function vector by the embedding width, a concatenator to receive a gate feature input vector and concatenate the gate feature input vector with the gate function vector altered by the embedding width, a convolution layer to receive a window size, stride, and output feature size and generate an output convolution vector with a shape based on a length of the gate function vector, the window size of the convolution layer, and the output feature size of the convolution layer, and a fully connected layer to reduce the gate output convolution vector to a final path delay output.
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