CPC G06N 3/045 (2023.01) [G06F 16/9024 (2019.01); G06F 17/16 (2013.01)] | 18 Claims |
1. A system comprising:
at least one graph neural network;
graph generation logic configured to transform a circuit netlist into a graph; and embedding logic configured to generate a node embedding for the graph in the at least one graph neural network, the node embedding formed by concatenating previously generated node embeddings with aggregated neighbor embeddings, the node embedding configured with different edge types of the graph grouped independently for processing by different attention layers of the at least one graph neural network, wherein the at least one graph neural network is configured to transform edges of the graph into parasitic resistance predictions for the circuit netlist.
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