Multiplier Optimization via E-Graph Rewriting
| Autor: | Wanna, Andy, Coward, Samuel, Drane, Theo, Constantinides, George A., Ercegovac, Miloš D. |
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| Rok vydání: | 2023 |
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| Druh dokumentu: | Working Paper |
| Popis: | Multiplier circuits account for significant resource usage in datapath-dominated circuit designs, and RTL designers continue to build bespoke hand-crafted multiplication arrays for their particular application. The construction of an optimized multiplier presents trade-offs between pre-processing to generate a smaller array and array reduction. A data structure known as an e-graph has recently been applied to datapath optimization, where the e-graph's ability to efficiently explore trade-offs has been shown to be crucial. We propose an e-graph based rewriting framework to construct optimized multiplier circuits. Such a framework can express alternative multiplier representations and generate customized circuit designs. We demonstrate that the proposed tool, which we call OptiMult, can reduce the latency of a squarer by up to 46% and reduce the latency of a standard multiplier by up to 9% when compared against logic synthesis instantiated components. Comment: Preprint for work presented at the 2023 Asilomar Conference on Signals, Systems and Computers |
| Databáze: | arXiv |
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