The application discloses a kind of RC parasitic parameter extraction method and
system based on
Transformer, the method includes: obtaining
integrated circuit layout file and process file, and constructs local
interconnection sample;Wherein, the
layout file is parsed, and geometric information is obtained;The process file is parsed, and material information and environmental information are obtained;Geometric information, material information and environmental information are serialized into structured Token sequence, semantic embedding, numerical embedding, position embedding and
paragraph embedding are carried out, and form
Transformer input vector;Self-supervised pre-training is carried out to structured Token sequence, masked Token modeling mode is used to reconstruct the structure Token and numerical Token that are shielded, and pre-training
Transformer encoder is obtained;
Capacitance label and resistance
label generated by high-precision
solver or RC extractor are used to fine-tune training of pre-training Transformer
encoder with physical constraints, and RC prediction model is obtained;The
layout file to be measured and process file are input into RC prediction model, and corresponding
parasitic capacitance and / or parasitic resistance are output.