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Published at October 21Improving Parallel Program Performance Through DSL-Driven Code Generation with LLM Optimizers
cs.CL
Released Date: October 21, 2024
Authors: Anjiang Wei1, Allen Nie1, Thiago S. F. X. Teixeira2, Rohan Yadav1, Wonchan Lee3, Ke Wang4, Alex Aiken1
Aff.: 1Stanford University; 2Intel; 3NVIDIA; 4Visa Research

| Application | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | Avg. |
|---|---|---|---|---|---|---|---|---|---|---|
| LoC in C++ | 347 | 306 | 379 | 447 | 437 | 430 | 428 | 433 | 448 | 406 |
| LoC in DSL | 16 | 14 | 16 | 38 | 38 | 38 | 33 | 38 | 32 | 29 |
| LoC Reduction |