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Dataset Description
- Use the internal open source static timing analysis tool iSTA to generate timing reports;
- Use the commercial static timing analysis tool Prime Time to generate the corresponding timing report;
- Extract the characteristic data in each timing path through the timing path information in the iSTA report, including characteristics that affect unit delay and interconnection line delay;
- Determine the delay of the corresponding path in the PT report. This delay value is used as a label and is considered to be ground truth.
- Save the feature data extracted from iSTA and the corresponding tag value extracted from PT for each path to a .txt file
File descriptions
- The features and labels of each timing path in the document start with features and end with the features of the next path.
- Each timing path contains 15 features extracted from the iSTA report and 4 tags extracted from the PT
- The data in each row is composed of a feature of each pin in this timing path, and each row represents a feature. For example, the first line is the name of each pin in this path
- Each feature is explained below:
| feature | describe |
|---|---|
| pin name | pin name |
| cell name | instance name+pin name |
| fanout | Fan-out of interconnect lines |
| rise_fall | rise/fall |
| is_net | Whether the marker is an interconnect line |
| capacitance | load capacitance |
| slew | Turnover time |
| incr_elmore | Elmore method increases latency |
| incr_d2m | D2M method increases delay |
| incr_ecm | ECM method increases delay |
| incr_d2mc | MD2M method increases delay |
| at_elmore | Elmore method arrival delay |
| at_d2m | D2M method arrival delay |
| at_ecm | ECM method arrival delay |
| at_d2mc | MD2M method arrival delay |
| cap_pt | Load capacitance reported by PT |
| slew_pt | PT reported rollover time |
| incr_pt | Increased latency for PT reporting |
| at_pt | Arrival delay of PT report |
- For the above features and labels, you can do feature engineering based on your needs to determine which features are most effective.
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Contact
Please feel free to send any questions or comments to ieda.oscc@gmail.com.