circuitnet / CircuitNet

CircuitNet: An Open-Source Dataset for Machine Learning Applications in Electronic Design Automation (EDA)
https://circuitnet.github.io/
BSD 3-Clause "New" or "Revised" License
311 stars 45 forks source link

Expand the dataset #21

Closed chenmagi closed 9 months ago

chenmagi commented 1 year ago

Hi,

Is there any way to expand the dataset to include such like flip-flop cell density map, and cell pin density map?

Best,

Magi

apri0426 commented 1 year ago

Sure, we have released codes for feature extraction on July 24th. You can refer to the function compute_cell_density/get_RUDY (the part for pin RUDY) in /feature_extraction/src/read.py to compute flip-flop cell density map/cell pin density map with the LEF/DEF we released, then modify the generate_training_set.py to add it into the input of the model.

We can also include functions for these features in next update, but it may take some time.