The embodiment of the invention discloses a static
time sequence analysis method and device based on
layout features and
electronic equipment. According to the scheme, the gate-level
netlist of the circuit can be obtained, the
time sequence diagram is established according to the gate-level
netlist, the nodes and the directed edges in the
time sequence diagram are filled with the first statistical characteristics respectively, the first
layout characteristics of each connection network in the time
sequence diagram are calculated, and the time
sequence diagram is expanded according to the first
layout characteristics; and constructing a static time
sequence analysis prediction model based on the graph neural network and the
convolutional neural network, and predicting the
delay of a connecting line time sequence arc, the
delay of a
logic gate time sequence arc and the
delay of a pin node in the expanded time
sequence diagram, thereby determining a static time
sequence analysis result. According to the method, the layout characteristics of the circuit are obtained by extracting and coding the nodes of the connection network, and the static time
sequence analysis prediction model is modeled according to the layout characteristics, so that the prediction accuracy of the prediction model in the layout areas with different aspect ratios is improved.