Data for PPA prediction
We employ logic synthesis tools to transform the RTL code into netlist and record the reports about Power, Performance and Area (PPA). Our dataset could enable predicting PPA metrics based on RTL code.
Example for PPA prediction
Given a complete RTL repositories, train a model to predict the total dynamic power, number of cells and maximum path delay after logic synthesis using a specific standard library.
Ground Truth:
Metric
Feature
Number
Area
Number of cells
4,116
Power
Total dynamic power
23.8842 mW
Delay
Maximum path dalay
19.57 ns
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