Taiwan Semiconductor Manufacturing Comp. Ltd.

Yin-An Chen

Yi-Lin Chuang

Henry Lin

Amos Hong

Shih-Yao Lin

Szu-Ju Huang

Szu-ju Huang

Shih Feng Hong

Shih Feng Hung

A method includes providing a placing layout of the integrated circuit; generating a routed layout including a layout region with a systematic design rule check (DRC) violation; and performing a loop when the DRC the systematic DRC violation exists. The loop includes: generating an adjusted routing layout of the integrated circuit by adjusting the layout region with the systematic DRC violation according to a target placement recipe; extracting features of the placing layout to obtain extracted data; extracting features of the layout region with the systematic DRC violation to obtain extracted routing data; generating a plurality of aggregated-cluster models based upon the extracted data and the extracted routing data; selecting a target aggregated-cluster model from the plurality of aggregated-cluster models by comparing the extracted data to the plurality of aggregated-cluster models; and selecting the target placement recipe from a plurality of placement recipes to generate the adjusted routing layout.

Method and system for generating layout design of integrated circuit

Systems and methods are provided for predicting systematic design rule check (DRC) violations in a placement layout before routing is performed on the placement layout. A systematic DRC violation prediction system includes DRC violation prediction circuitry. The DRC violation prediction circuitry receives placement data associated with a placement layout. The DRC violation prediction circuitry inspects the placement data associated with the placement layout, and the placement data may include data associated with a plurality of regions of the placement layout, which may be inspected on a region-by-region basis. The DRC violation prediction circuitry predicts whether one or more systematic DRC violations would be present in the placement layout due to a subsequent routing of the placement layout.

Rule check violation prediction systems and methods

A violation prediction system includes machine learning circuitry trained based on past data to predict the presence of violations in electronic device designs after routing has been performed. The machine learning circuitry configured to predict, based on the past data and a pre-routing layout of an electronic device design, whether one or more violations would be present in in the electronic device design due to routing of the layout.

Static voltage drop (SIR) violation prediction systems and methods

A method of generating an integrated circuit includes providing a placing layout of the integrated circuit; generating a routed layout of the integrated circuit, the routed layout includes a layout region with a systematic design rule check (DRC) violation; generating an adjusted routing layout of the integrated circuit by adjusting the layout region with the systematic DRC violation according to a target placement recipe in a plurality of placement recipes; extracting features of the placing layout to obtain an extracted data; extracting features of the layout region with the systematic DRC violation to obtain an extracted routing data; performing a training process upon the extracted data and the extracted routing data to generate a plurality of aggregated-cluster models; and selecting a target aggregated-cluster model from the plurality of aggregated-cluster models by comparing the extracted data to the plurality of aggregated-cluster models.

Systems and methods are provided for predicting static voltage (SIR) drop violations in a clock-tree synthesis (CTS) layout before routing is performed on the CTS layout. A static voltage (SIR) drop violation prediction system includes SIR drop violation prediction circuitry. The SIR drop violation prediction circuitry receives CTS data associated with a CTS layout. The SIR drop violation prediction circuitry inspects the CTS layout data associated with the CTS layout, and the CTS layout data may include data associated with a plurality of regions of the CTS layout, which may be inspected on a region-by-region basis. The SIR drop violation prediction circuitry predicts whether one or more SIR drop violations would be present in the CTS layout due to a subsequent routing of the CTS layout.

A method of generating an integrated circuit includes: placing a plurality of electronic components on a layout floor plan to generate a placing layout of the integrated circuit; forming a clock tree upon the placing layout to generate a synthesis layout of the integrated circuit; routing the synthesis layout to generate a routed layout of the integrated circuit; performing a DRC process upon the routed layout to obtain a layout region with a systematic DRC violation; generating a plurality of prediction gains of the layout region according to a plurality of placement recipes respectively; and generating an adjusted routing layout of the integrated circuit by adjusting the layout region with the systematic DRC violation according to a target placement recipe in the plurality of placement recipes.

Growing community of inventors

Hsinchu, Taiwan

Yin-An Chen